This project seeks to estimate sport fish harvest and releases of rockfish in Alaska waters by improving on the Howard et al. (2020) methods and expand the time series back to 1977 when the statewide harvest survey (SWHS) was first implemented. This is essentially a Bayesian version of the Howard methods that allows for more appropriate and defensible sharing of information between areas, handles missing data in a more appropriate manor, accurately propagates uncertainty throughout the estimation procedure and replaces the Howard decision tree approach to low sample sizes with a hierarchical model. The methods and results for generating harvest estimates are generally consistent between the Bayesian model and the Howard methods. Harvest estimates are consistent with Howard estimates during contemporary times, but may differ based on more appropriate weighting of SWHS and logbook data, including estimating and correcting bias in the SWHS data.

The Bayesian methods depart from the Howard method in how releases are estimated. The Howard methods assume that the species composition of the harvests are equal to the species composition of released fish, which is clearly contraindicated in the logbook data. For instance, logbook data demonstrates that yelloweye have been retained at high levels up until restrictions were enacted in recent years, whereas pelagic rockfish were released in significant numbers in the past with retention increasing in recent years as they have become more prized by anglers. Recent prohibition on retaining yelloweye in Southeast Alaska highlights the shortcomings of the original Howard assumptions as the species composition of the harvest would indicate that no yelloweye were caught and released during the closure.

The Howard method for estimating releases for private anglers also relied on an expansion of the logbook release estimates based on the ratio of private:guided releases of all rockfish in the SWHS. In addition to the faulty assumptions about species composition, this method ignores potential bias in SWHS estimates of harvests and releases or at least assumes that the bias in release and harvests are the same. As demonstrated in Figure 1, the bias in those two quantities appears to be quite different based on the logbook data. The Bayesian model thus attempts to estimate release probabilities based on the logbook data coupled with bias corrected estimates from the SWHS.

Lastly, the Howard methods were only used on data beginning in 1999 with the advent of the logbook program and estimates of harvests and releases prior to that have been based on linear ramps from 1999 back to the perceived start of the fishery. The Bayesian methods allow us to expand the time series back to 1977 when the SWHS was implemented by leveraging regional data trends in species composition and the proportion of caught rockfish harvested by species and/or species complex. Key advantages of the Bayesian approach are highlighted in table 1.

Table 1. Summary of key improvements in reconstructiing sport fish removals of rockfish using the Bayesian model as compared to the Howard et al. (2020) methods.
Issue Howard Bayes
Time series 1999 - present 1977 - present
Bias in SWHS Not explicitly dealt with. Relies on logbook data and ratios of guided/unguided from SWHS data to estimate unguided releases and harvests. Explicitly estimates bias in SWHS harvest and release estimates based on logbook data.
Species composition of releases Assumes that species composition of releases is equal to that of the harvest, which is not evident in the logbook data. Recognizes different release probabilities by species / species assemblage and estimates it from logbook data and bias corrected SWHS data
Sample size limitations Uses sample size threshholds such that when areas fall below those threshholds values are borrowed from nearby areas. Uses a hierarchichacal modelling approach that shares information between areas in the same region. Thus all data is used, even with small sample sizes. This is a more sound method that avoids assumptions and uses all of the data.
Error propogation Error is propogated when variance estimates are available, but there is uncertainty associated with borrowing values from nearby areas, or the assumption of species compositions being identical in harvest and releases, are not dealt with. By breaking the assumption that species composition is equal between harvests and releases, uncertainty in the release estimates is more reflective of the fishery. Furthermore, the hyerarchichal approach more accurately captures uncertainy within and between areas within a region.

Data

Harvest data was available for 22 commercial fishing management areas in Southcentral and Southeast Alaska. Areas with negligible rockfish harvest were pooled with adjacent areas for analysis. Specifically the Aleutian and Bering areas were pooled into an area labeled BSAI; the IBS and EKYT were pooled into an area labeled EKYKT; the Southeast, Southwest, SAKPEN and Chignik areas were pooled into an area labeled SOKO2PEN and the Westside and Mainland areas were pooled into an area labeled WKMA.

Stateside Harvest Survey (SWHS)

Statewide harvest survey estimates of rockfish catch and harvest are available for 28 years (1996-2023) for all users and for 13 years (2011-2023) for guided anglers (Figure 0). Additionally, there are overall harvest estimates from 1977- 1995 and release estimates from 1990-1995 that required some partitioning to ascribe to current management units. Harvests in unknown areas were apportioned based on harvest proportions in 1996. Variance estimates are not available for pre-1996 data and as such, the maximum observed coefficient of variation (cv) in each commercial fisheries management unit was applied to the pre-1996 values.

**Figure 1.**- Data sources for estimating rockfish harvests and releases in ADF&G commercial fisheries management units. Note that initial rockfish harvest estimates were not differentiated into species assemblage or species until 1998 when logbooks began differentiating by pelagic and non-pelagic. Logbooks began to collect data on yelloweye beginning in 2006. Port sampling programs to gather data on species composition of harvests began in 1996 in Southcentral and Kodiak and in 2006 in Southeast.

Figure 1.- Data sources for estimating rockfish harvests and releases in ADF&G commercial fisheries management units. Note that initial rockfish harvest estimates were not differentiated into species assemblage or species until 1998 when logbooks began differentiating by pelagic and non-pelagic. Logbooks began to collect data on yelloweye beginning in 2006. Port sampling programs to gather data on species composition of harvests began in 1996 in Southcentral and Kodiak and in 2006 in Southeast.


SWHS estimates are believed to be biased to some degree. These modelling efforts aim to estimate and correct for that bias with the assumption that logbook records are a census of guided harvests and releases.

SWHS Rockfish release estimates are inferred from the difference between catch and harvest estimates.

Adam noted that the first 5 years (23 years counting the historical data) in the SWHS data set for PWSO seem unreasonable (close to zero and not corroborated with logbook estimates). Adam recommended setting these harvests to unknown, but current model development has included the data. Once a satisfactory model has been identified we will exam the effects of censoring the PWSO data.

Creel Surveys

NA

Guide Logbooks

Sport fishing guides have been required to report their harvest of rockfish for 26 years (1998-2023). Reported harvest is also available by assemblage (pelagic vs. non-pelagic). Harvest of yelloweye and “other” (non-pelagic, non-yelloweye) rockfish were reported separately beginning in 2006.

Logbooks also record the number of rockfish released for the same categories. However, the reliability of the release data is somewhat questionable as reported releases are generally far lower than that estimated by the SWHS. As such several treatments of the data are considered.

Logbook versus SWHS estimates

Estimates of guided harvests and releases from the SWHS do not align with the census from charter logbooks. Logbook harvest reports are generally considered reliable and are used to assess the bias in SWHS reports. However, there is even greater disparity between release estimates in the two sources and it is debatable whether logbook releases should be treated as a census. The Howard et al. (2020) methods do treat the logbook release data as “true” and thus are considerably less than would be estimated from the SWHS data.

**Figure 2.**- SWHS harvest (left) and release (right) estimates from guided trips (x-axis) versus repoted harvests from charter logbooks (y-axis).

Figure 2.- SWHS harvest (left) and release (right) estimates from guided trips (x-axis) versus repoted harvests from charter logbooks (y-axis).


A note on model development

To evaluate the discrepancy in apparent bias in harvest and release data, several models were explored to estimate releases during model development. One method (\(LB_{fit}\)) considers the logbook release data to be reliable and a second method (\(LB_{cens}\)) treated the logbook release data as estimates of the minimum released, thus giving more weight to SWHS release estimates. A third method (\(LB_{hyb}\)) is a hybrid approach that treats reported releases of yelloweye as reliable but total rockfish and pelagic rockfish releases as minimums. Model development revealed a tension between the total and pelagic logbook releases and the yelloweye logbook releases. This tensions eventually highlighted the different release/retention probabilities between yelloweye and pelagics in the logbook data and prompted the current approach whereby that probability was calculated for the three main species complexes covered in the data: pelagics, yelloweye, and “other”. The methods described here follow the (\(LB_{fit}\)) formulation. Based on model behavior it is unlikely that the (\(LB_{cens}\)) model would work as there would not be enough data to estimate release probabilities. However, it may be worth running the (\(LB_{hyb}\)) approach as a sensitivity test at the very least.

Composition data

Harvest sampling data exists from Gulf of Alaska areas since 1996 and from Southeast Alaska areas since 2006. Port sampling data is comprised of the number of total rockfish, pelagic and non-pelagic rockfish, black rockfish and yelloweye rockfish. In Southeast Alaska, the number of Demersal Shelf Rockfish (DSR, of which yelloweye are one species) and slope rockfish are also recorded.

Process equations

The true harvest \(H_{ay}\) of rockfish for area \(a\) during year \(y\) is assumed to follow a temporal trend defined by a penalized spline:

\[\begin{equation} \textrm{log}(H_{ay})~\sim~\textrm{Normal}(f(a,y), {\sigma_H}) \end{equation}\]

where \(f(a,y)\) in a p-spline basis with 7 components (knots) and a second degree penalty. The variance, \(\sigma_H\), was given a normal prior with a mean and standard deviation of 0.25 and 1, respectively.

Charter and private harvest \(H_{ayu}\) (where u = 1 for charter anglers and u = 2 for private anglers) is a fraction of total annual harvest in each area:

\[\begin{equation} H_{ay1}~=~H_{ay}P_{(user)ay1}\\H_{ay2}~=~H_{ay}(1-P_{(user)ay1}) \end{equation}\]

where \(P_{(user)ay1}\) is the fraction of the annual harvest in each area taken by charter anglers. \(P_{(user)ay1}\) was modeled hierarchically across years as:

\[\begin{equation} P_{(user)ay1}~\sim~\textrm{beta}(\lambda1_a, \lambda2_a) \end{equation}\]

with non-informative priors on both parameters.

Annual black rockfish harvest \(H_{(black)ayu}\) for each area and user group is:

\[\begin{equation} H_{(black)ayu}~=~H_{ayu}P_{(pelagic)ayu}P_{(black|pelagic)ayu} \end{equation}\]

where \(P_{(pelagic)ayu}\) is the fraction of the annual harvest for each area and user group that was pelagic rockfish and \(P_{(black|pelagic)ayu}\) is the fraction of the annual harvest of pelagic rockfish for each area and user group that was black rockfish.

The southeast region also tracks two other non-pelagic rockfish assemblages, demersal shelf rockfish (DSR, which includes yelloweye) and slope rockfish. For the southeast region the harvest of those two assemblages is thus

\[\begin{equation} H_{(DSR)ayu}~=~H_{ayu}(1-P_{(pelagic)ayu})P_{(DSR|non-pelagic)ayu}\\ H_{(slope)ayu}~=~H_{ayu}(1-P_{(pelagic)ayu})P_{(slope|non-pelagic)ayu}\\ \end{equation}\]

where \(P_{(DSR|non-pelagic)ayu}\) and \(P_{(slope|non-pelagic)ayu}\) are the fractions of the annual harvest of non-pelagic rockfish for each area and user group that were DSR and slope rockfish, respectively.

Annual yelloweye rockfish harvest \(H_{(yelloweye)ayu}\) for each area and user group is calculated differently for central/Kodiak areas and southeast areas. For central and Kodiak areas yelloweye rockfish harvests are calculated as

\[\begin{equation} H_{(yelloweye)ayu}~=~H_{ayu}(1-P_{(pelagic)ayu})P_{(yelloweye|non-pelagic)ayu} \end{equation}\]

where \(P_{(yellow|non-pelagic)ayu}\) is the fraction of the annual harvest of non-pelagic rockfish for each area and user group that was yelloweye rockfish.

For southeast areas yelloweye harvests are a fraction of the DSR harvests such that

\[\begin{equation} H_{(yelloweye)ayu}~=~H_{(DSR)ayu}P_{(yelloweye|DSR)ayu} \end{equation}\]

The composition parameters \(P_{(comp)ayu}\), were modeled using a logistic curve that would allow hindcasting without extrapolating beyond the limit of observed values such that:

\[\begin{equation} \textrm{logit}(P_{(comp)ayu})~=~\beta0_{(comp)ayu} + \frac{\beta1_{(comp)ayu}}{(1 + exp(\beta2_{(comp)ayu}*(y - \beta3_{(comp)ayu})))} + \beta4_{(comp)ayu}*I(u=private)+re_{(comp)ayu} \end{equation}\]

where the \(\beta\) parameters define the intercept, scaling factor, slope, inflection point and private angler effect, respectively, \(y\) is the year index, \(I(u=private)\) is an index variable which is 1 when the user groups is private and 0 otherwise and \(re_{(comp)ayu}\) is a random effect with a non-informative prior. \(\beta\) parameters were modeled hierarchically by region. When \(\beta\) parameters were inestimable as a result of no discernible change in composition over the observed time period. \(\beta1\) (scaling factor) and \(\beta2\) (slope) were fixed to 0 so that the long term mean value was used for hindcasting.

The true number of released rockfish \(R_{ayu}\) were based on the proportion of the total catch harvested, \(pH_{(comp)ayu}\), by area, year, user group and species grouping. Because release data from the SWHS is for all rockfish and the release data from logbooks is only subdivided into pelagics, yelloweye and “other” (non-pelagic, non-yelloweye), we only estimated \(pH_{(comp)ayu}\) for those categories. Thus, converting \(H_{(comp)ayu}\) to total catches by user group, \(C_{(comp)ayu}\), with \(pH_{(comp)ayu}\) results in estimates of total releases such that

\[\begin{equation} R_{(comp)ayu}~=~ C_{(comp)ayu} - H_{(comp)ayu} ~=~ \frac{H_{(comp)ayu}}{pH_{(comp)ayu}} - H_{(comp)ayu} \end{equation}\]

with total releases equal to the sum of the compositional releases. For non-yelloweye DSR and Slope rockfish assemblages in Southeast Alaska \(R_{(DSR)ayu}\) and \(R_{(slope)ayu}\) were estimated from \(R_{(other)ayu}\) using the species composition data from the harvest, thus assuming that slope and DSR assemblages were caught and released at the same rates.

The proportion harvest parameters for \(pH_{(comp)ayu}\) were modeled using a logistic curve that would allow hindcasting based on trends in the data without extrapolating beyond the range of observed values such that

\[\begin{equation} \textrm{logit}(pH_{(pH)ayuc})~=~\beta0_{(pH)ayu} + \frac{\beta1_{(pH)ayuc}}{(1 + exp(\beta2_{(pH)ayuc}*(y - \beta3_{(pH)ayuc})))} + \beta4_{(pH)ayuc}*I(u=private)+re_{(pH)ayuc} \end{equation}\]

A random effect term allowed estimation during the historical period when data is available, but the curve defined by the above equation determined release estimates between 1977 and 1990. As with the compositional trends, \(\beta\) parameters were modeled hierarchically by region. When \(\beta\) parameters were inestimable as a result of no discernable change in harvest probability over the observed time period, \(\beta1\) (scaling factor) and \(\beta2\) (slope) were fixed to 0 so that the long term mean value was applied.

Release mortality (i.e., the number of released rockfish expected to die) was calculated assuming fixed mortality rates developed in each of the regions. Deep water release (DWR) devices were mandated for charter fleets in 2013 and rates were derived from CITATION. Southeast applies basic rates estimated in these studies while Southcentral and Kodiak rates were derived by using historical depth-of-release data to adjust the rates based on area and user group.

The total number of mortalities by year, area, user and species/species assemblage in numbers was calculated by summing harvests and release mortality such that

\[\begin{equation} M_{(comp)ayu}~=~ H_{(comp)ayu} + m_{R-(comp)ayu} * R_{(comp)ayu} \end{equation}\]

where \(m_{R-(comp)ayu}\) is the release mortality rate by year, area, user and species (Figure XX).

Total removals in biomass were converted using the average weight of fish from port sampling?. A minimum sample size per year of X fish was used as the cutoff for including in the data set. Weights were modeled hierarchically to estimate weights in years when data was missing. The total biomass of removals by year, area, user and species was thus

\[\begin{equation} B_{(comp)ayu}~=~ \overline{wt}_{(comp)ayu} * M_{(comp)ayu} \end{equation}\]

where \(\overline{wt}_{(comp)ayu}\) is the mean weight by species, area, user and year.

Observation equations

SWHS estimates of annual rockfish harvest \(\widehat{SWHS}_H{ay}\) were assumed to index true harvest:

\[\begin{equation} \widehat{SWHS}_H{ay}~\sim~\textrm{LogNormal}\left(\textrm{log}(H_{ay}b_{ay}), \sigma_{SWHSHay}^2\right) \end{equation}\]

where bias in the SWHS harvest estimates \(b_H{ay}\) is modeled hierarchically across years as:

\[\begin{equation} b_H{ay}~\sim~\textrm{Normal}(\mu_H{(b)a}, \sigma_H{(b)a}) \end{equation}\]

with non-informative priors on both parameters.

SWHS estimates of guided angler harvest \(\widehat{SWHS}_H{ay1}\) are related to total harvest by:

\[\begin{equation} \widehat{SWHS}_H{ay1}~\sim~\textrm{LogNormal}\left(\textrm{log}(H_{ay1}b_{ay}), \sigma_{SWHS_{ay1}}^2\right) \end{equation}\]

Reported guide logbook harvest \(\widehat{LB}_H{ay}\) is related to true harvest as:

\[\begin{equation} \widehat{LB}_H{ay}~\sim~\textrm{Poisson}(H_{ay1})\\ \widehat{LB}_H{(pelagic)ay}~\sim~\textrm{Poisson}(H_{ay1}P_{(pelagic)ay1})\\ \widehat{LB}_H{(yelloweye)ay}~\sim~\textrm{Poisson}(H_{(yelloweye)ay1})\\ \widehat{LB}_H{(nonpel,nonye)ay}~\sim~\textrm{Poisson}(H_{(nonpel,nonye)ay1})\\ \end{equation}\]

Note that for central and Kodiak areas \(H_{(nonpel,nonye)ay1}\) is equal to the total harvest minus pelagic and yelloweye harvests. For southeast areas \(H_{(nonpel,nonye)ay1}\) is equal to the sum of the DSR and slope harvests minus yelloweye harvests.

SWHS estimates of annual rockfish releases \(\widehat{SWHS}_R{ay}\) were assumed to index true releases in a similar fashion and thus modeled similarly. As such, the release data are related to true releases just as harvests were modeled such that:

\[\begin{equation} \widehat{LB}_R{ay}~\sim~\textrm{Poisson}(R_{ay1})\\ \widehat{LB}_R{(pelagic)ay}~\sim~\textrm{Poisson}(R_{ay1}P_{(pelagic)ay1})\\ \widehat{LB}_R{(yelloweye)ay}~\sim~\textrm{Poisson}(R_{(yelloweye)ay1})\\ \widehat{LB}_R{(nonpel,nonye)ay}~\sim~\textrm{Poisson}(R_{(nonpel,nonye)ay1})\\ \end{equation}\]

Because logbook release data is more questionable and demonstrates greater disagreement with SWHS estimates (Figure 1), a second approaches was considered that loosened the assumption that logbook releases were a census. Methods explored to develope \(LB_{hyb}\) and \(LB_{cens}\) models are detailed at the end of this section.

SWHS estimates of guided angler release \(\widehat{SWHS}_R{ay1}\) is modeled the same as harvests.

SWHS release bias was modeled independently of the harvest bias \(b_H{ay}\) such that

\[\begin{equation} b_R{ay}~\sim~\textrm{Normal}(\mu_R{(b)a}, \sigma_R{(b)a}) \end{equation}\]

where bias in the SWHS release estimates \(b_R{ay}\) is modeled hierarchically across years as:

\[\begin{equation} b_R{ay}~\sim~\textrm{Normal}(\mu_R{(b)a}, \sigma_R{(b)a}) \end{equation}\]

with non-informative priors on both parameters.

The number of pelagic rockfish sampled in harvest sampling programs \(x_{(pelagic)ayu}\) follow a binomial distribution:

\[\begin{equation} x_{(pelagic)ayu}~\sim~\textrm{Binomial}(P_{(pelagic)ayu}, N_{ayu}) \end{equation}\]

where \(N_{ayu}\) is the total number of rockfish sampled in area \(a\) during year \(y\) form user group \(u\). The number of black rockfish sampled in harvest sampling programs was thus a proportion of the pelagic harvests

\[\begin{equation} x_{(black)ayu}~\sim~\textrm{Binomial}(P_{(black)ayu}, N_{ayu}^{pel}) \end{equation}\]

Yelloweye rockfish in Southcentral and Kodiak were modeled similarly as a proportion of the total number of non-pelagics such that

\[\begin{equation} x_{(yellow_{R2})ayu}~\sim~\textrm{Binomial}(P_{(yellow_{R2})ayu}, N_{ayu}^{nonpel}) \end{equation}\]

Southeast areas have several other non-pelagic groupings such that DSR and slope rockfish are a proportion of non-pelagics

\[\begin{equation} x_{(DSR)ayu}~\sim~\textrm{Binomial}(P_{(DSR)ayu}, N_{ayu}^{nonpel}) \end{equation}\]

and

\[\begin{equation} x_{(slope)ayu}~\sim~\textrm{Binomial}(P_{(slope)ayu}, N_{ayu}^{nonpel}) \end{equation}\]

with yelloweye in southeast a proportion of the DSR harvest

\[\begin{equation} x_{(yellow_{R1})ayu}~\sim~\textrm{Binomial}(P_{(yellow_{R1})ayu}, N_{ayu}^{DSR}). \end{equation}\].

Kodiak has limited port sampling beyond the main harbors but has a robust hydroacoustic survey that is used to quantify black rockfish abundance across the management area and uses stereocameras to derive species compositions of the hydroacoustic data. This data was used as supplementary data to further inform the model to the proportion of pelagic rockfish that are black in Kodiak areas. Angler landings in Kodiak show a higher proportion of black rockfish relative to the hydroacoustic survey and thus the proportion of black rockfish in the hydroacoustic sample related to the true proportion such that

\[\begin{equation} P_{(black|pelagic)ayu}^{HA} ~\sim~ P_{(black|pelagic)ayu} + ae_{au} \end{equation}\].

where \(ae_{au}\) is the angler effect for each area and user group modeled hierarchically around a mean of 0. Predicted \(P_{(black|pelagic)ayu}^{HA}\) assumed a beta distribution such that

\[\begin{equation} P_{(black|pelagic)ayu}^{HA} ~\sim~ beta(\alpha_{HA},\beta_{HA}) \end{equation}\]

where

\[\begin{equation} \alpha_{HA} ~=~ (P_{(black|pelagic)ayu}^{HA})^2 * \frac{1 - P_{(black|pelagic)ayu}^{HA}}{\frac{var_{P_{HA}}-1}{P_{(black|pelagic)ayu}^{HA}}}, \end{equation}\]

\[\begin{equation} \beta_{HA} ~=~ (\alpha_{HA}) * \frac{1}{P_{(black|pelagic)ayu}^{HA} - 1}, \end{equation}\]

\[\begin{equation} var_{P_{HA}} ~=~ (P_{(black|pelagic)ayu}^{HA} * cvP_{(black|pelagic)ayu}^{HA})^2 \end{equation}\]

where \(cvP_{(black|pelagic)ayu}^{HA}\) is the coefficient of variation for the hydroacoustic proportions

\[\begin{equation} cvP_{(black|pelagic)ayu}^{HA} ~=~ \frac{\sqrt{varP_{(black|pelagic)ayu}^{HA}}}{P_{(black|pelagic)ayu}^{HA}} \end{equation}\]

and the variance is approximated using the XXXX method as

\[\begin{equation} varP_{(black|pelagic)ayu}^{HA} ~=~ (\frac{1}{n_{pel}})^2 * varN_{black} + (\frac{n_{black}}{n_{pel}^2}) * varN_{pel} \end{equation}\]

where \(varN_{black}\) and \(varN_{black}\) are the variance of the estimated number of black and pelagic rockfish in the hydroacoustic survey, respectively (CITATION).

The average weight of rockfish by species, user, area and year was modeled hierarchically at several levels within regions such that

\[\begin{equation} wt_{(comp)ayu} ~\sim~ Normal(wt_{(comp)au},\sigma_{wt_{(comp)au}}) ~\sim~ Normal(wt_{(comp)a},\sigma_{wt_{(comp)a}}) ~\sim~ Normal(wt_{(comp)region},\sigma_{wt_{(comp)region}}) \end{equation}\]

where region refers to Kodiak, Southcentral and Southeast. Mean weights and variance were calculated as XXX.

Alternative likelihoods for release estimates

To loosen the assumption that logbook release data are an effective census of true releases I explored models that treated logbook release estimates as a lower bound on the estimate of true releases. In a hybrid approach yelloweye and non-pelagic releases are regarded as a reliable census (given the emphasis and ease of recording these fish) but censors the pelagic and total rockfish release estimates (where censoring implies NA values) such that

\[\begin{equation} \text{censored} \widehat{LB}_R{ay}~\sim~\textrm{LogNormal}\left(\log(R_{ay}), 1\right)\text{T}\left(\widehat{LB}_R{ay}, \infty\right) \\ \text{censored} \widehat{LB}_R{(pelagic)ay}~\sim~\textrm{LogNormal}\left(\log(R_{(pelagic)ay}), 1\right)\text{T}\left(\widehat{LB}_R{(pelagic)ay}, \infty\right) \\ \widehat{LB}_R{(yelloweye)ay}~\sim~\textrm{Poisson}(R_{(yelloweye)ay1})\\ \widehat{LB}_R{(nonpel,nonye)ay}~\sim~\textrm{Poisson}(R_{(nonpel,nonye)ay1})\\ \end{equation}\]

This model formulation failed such that there was not enough data to inform pelagic releases and the values did not seem valid. A second approach is being explored that fits the censored data using a lognormal distribution centered around the logbook release value, but also with a lower bound equal to the number of recorded releases such that

\[\begin{equation} \widehat{LB}_R{ay}~\sim~\textrm{LogNormal}\left(\log(R_{ay}), \sigma_{Ray1}^2\right)\text{T}\left(\widehat{LB}_R{ay}, \infty\right) \\ \widehat{LB}_R{(pelagic)ay}~\sim~\textrm{LogNormal}\left(\log(R_{(pelagic)ay}), \sigma_{Ray1}^2\right)\text{T}\left(\widehat{LB}_R{(pelagic)ay}, \infty\right) \\ \widehat{LB}_R{(yelloweye)ay}~\sim~\textrm{Poisson}(R_{(yelloweye)ay1})\\ \widehat{LB}_R{(nonpel,nonye)ay}~\sim~\textrm{Poisson}(R_{(nonpel,nonye)ay1})\\ \end{equation}\]

Logbook data is assumed to be a census and as such there is no estimate of uncertainty. As of this writing, several methods are being examined for how to treat \(\sigma_{Ray1}^2\). Models are being run that attempt to allow the model to estimate \(\sigma_{Ray1}^2\) with priors. A simple model applies a uniform prior (0.1,50) to \(\sigma_{Ray1}^2\). A hierarchichal approach based on regions is also being examined whereby \(\sigma_{Ray1}^2\) is lognormally distributed around hyper priors \(\mu_{\sigma_R}\) and \(\sigma_{\sigma_R}\). Initial efforts have applied a uniform prior on \(\mu_{\sigma_R}\) between 1 and 50 and on \(\sigma_{\sigma_R}\) between 0 and 10.

Priors.

Priors range from uninformative to very informative or fixed. Priors for compositional logistic parameters are in Table 2 and proportion harvest logistic parameters are in Table 3. Until I figure out how to make a nice table in Rmarkdown, please refer to the attached spreadsheet and comp and harvp tabs.

Unresolved issues and outstanding questions:

  1. Reliability of unguided release estimates: These estimates have the least information feeding them and rely on the bias-corrected SWHS release estimates of all rockfish and the trends in release probability evident in the logbook data. The \(\beta4\) term that estimates the guided/unguided effect was given a very informative prior that tied the release probability of private anglers tightly to that of the charter fleet. The model is then trying to balance the three species complex estimates (pelagic, yelloweye and other) so that they sum to the total unguided releases estimated from the bias corrected SWHS data. For the most part this seems reasonable and appears to work, but there are certain areas where the estimates are “wonky”:

    1. Total rockfish releases more or less align with the total releases estimated with the Howard methods. Presumably, much of the discrepancy results from the substantial bias in release estimates from the SWHS. Interestingly, the logbook data indicates that the SWHS underestimates harvests but overestimates releases by a significant factor (Figure 23 and 24 below).
    2. In general, release estimates of black rockfish are substantially lower than those calculated using the Howard methods. Presumably, much of this derives from the bias correction of the SWHS release estimates.
    3. Yelloweye release estimates also differ considerably from the Howard estimates, but unlike black rockfish are sometimes lower and sometimes higher. Two areas in particular are a little head scratching. Yelloweye releases in the Kodiak Northeast area in particular are significantly lower than for guided anglers with the same pattern evident in Cook Inlet to a lesser extent. Cook Inlet yelloweye numbers are very small, so this is a sample size issue with little consequence. The cause of the Kodiak northeast estimates is not clear to me at this point, but the model estimates the proportion harvested by unguided anglers to be much lower than that of guided anglers, even with the informative prior on \(\beta4\). This must be a product of the bias corrected SWHS release estimates and how the model is partitioning that estimate into the 3 species complexes, but itis a bit a of head scratcher.
  2. Proportion guided estimates: There is not much data on this proportion prior to 2011 and it is not modeled with any sort of trend as was done for species composition and harvest proportions. With the exception of Cook Inlet and North Gulf Coast areas, there is little, if any, trend apparent in the data and perhaps this approach is the best available given the data available. However, if there are data sources somewhere that could inform this part of the model they could be incorporated.

  3. Prior choices in general need to be vetted. The priors on the logistic curves are fairly informed in an effort to achieve the desired shapes for hindcasting. Ideally, sensitivity testing would occur but the model is very slow to converge. The beta parameters on the logistic curves have required a lot of work on the priors to reach convergence.

  4. Proportion harvest estimates for non-pelagic, non-yelloweye in Kodiak WKMA: I need to adjust the prior on the inflection point, \(\beta3\), so that it is forced to occur after 2006. Right now the model is estimating inflection in two Kodiak areas before that point where there is no data to justify a shift. The current inflection is a result of the hierachichal model.

  5. Proportion pelagic in PWS and CSEO: The parameters for these particular proportions are very slow to converge. For the CSEO, the estimates of the \(\beta\) parameters are similar to the other Southeast areas, but the mixing is poor over the length of the chains. In this case I think they will ultimately converge with a very long model run and the shape of the curve in the model output looks acceptable. For the two PWS areas the model seems to struggle with the disparate proportional data from the logbook and the port sampling. There is some wandering in the chains of the \(\beta0\) and \(\beta1\) terms and spikiness in the \(\beta2\) terms. I’ve been working on constraining the hyperpriors for PWS \(beta2\). Similar to CSEO, it may just entail a very long model run to reach convergence, but the shape of the curves looks reasonable.

Next steps:

Once the model is finalized, harvest and release numbers need to be converted into biomass removals. This is a two step process where release mortality estimates are applied to the release estimates to estimate the number of released rockfish that do not survive. This is based on studies and will reflect the values that the department has been using with the Howard methods. Region 2 (both Southcentral and Kodiak) have release-at-depth estimates from a number of years that they apply across all years and then calculate mortality rates based on those estiates. Southease does not have release-at-depth data and simply applies an assumed rate based on research.

Once release mortality is calculated average weight data is applied to convert numbers to biomass. The plan is to incorporate all of this into the model to propogate uncertainty into the posteriors. However, the model already takes a long time to run and I may explore a simpler approach using the posteriors from the numbers model to speed up processing.

Results

**Figure X.**- Rhat values and proportion of parameters that converged (Rhat < 1.1.)

Figure X.- Rhat values and proportion of parameters that converged (Rhat < 1.1.)

Estimate comparison

Since previous estimates of rockfish harvest have been produced these first 3 graphs will be used to show how the modeled estimates compare to the estimates produced earlier. For total rockfish the estimates are in general agreement although differences are noted. These estimates should be more reliable because they include both SWHS and guide logbook data, handle variance more appropriately, use hierarchical distributions when data is missing, directly consider observation error and are produced using reproducible research.

**Figure 3.**- Total rockfish harvests 1996-2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 3.- Total rockfish harvests 1996-2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.



**Figure 3.**- Total rockfish releases 1996--2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 3.- Total rockfish releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.


Notes from Adam: When looking at only black rockfish the most significant differences are for the Prince William Sound Inside area. I did not spend a great deal of time tracking this down although it looks like the previous version used bad values for \(P_{(black)ayu}\) for at least unguided anglers. For the moment I would ignore the results for BSIA and SOKO2SAP. I think it is possible to give approximate values for these areas but it will require a little more coding which I have yet to do.

**Figure 4.**- Black rockfish harvests 1996--2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 4.- Black rockfish harvests 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.


And black rockfish releases…

**Figure 5.**- Black rockfish releases 1996--2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 5.- Black rockfish releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.





**Figure 6.**- Yellow rockfish harvests 1996--2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 6.- Yellow rockfish harvests 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.



**Figure 7.**- Yellow rockfish releases 1996--2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 7.- Yellow rockfish releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.





**Figure 8.**- DSR rockfish (excluding yelloweye) harvests 1996--2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 8.- DSR rockfish (excluding yelloweye) harvests 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.



**Figure 9.**- DSR rockfish releases (including yelloweye) 1996--2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 9.- DSR rockfish releases (including yelloweye) 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.



**Figure 11.**- Slope rockfish harvests 1996-2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 11.- Slope rockfish harvests 1996-2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.



**Figure 12.**- Slope rockfish releases 1996--2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 12.- Slope rockfish releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Total Biomass Removal Estimates

**Figure 13.**- Black rockfish estimated total removals in lbs in 1996--2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 13.- Black rockfish estimated total removals in lbs in 1996–2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.



**Figure 14.**- Yellow rockfish estimated total removals in lbs in 1996--2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 14.- Yellow rockfish estimated total removals in lbs in 1996–2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

**Figure 15.**- Pelagic rockfish estimated total removals in lbs in 1996--2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 15.- Pelagic rockfish estimated total removals in lbs in 1996–2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.


**Figure 16.**- Non-yelloweye, demersal shelf rockfish estimated total removals in lbs in 1996-2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 16.- Non-yelloweye, demersal shelf rockfish estimated total removals in lbs in 1996-2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.


**Figure 17.**- Slope rockfish estimated total removals in lbs in 1996-2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 17.- Slope rockfish estimated total removals in lbs in 1996-2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.


Model fit

Logbook residuals

**Figure 18.**- Residuals from logbook harvests.

Figure 18.- Residuals from logbook harvests.


SWHS residuals

**Figure 19.**- Residuals from SWHS harvests.

Figure 19.- Residuals from SWHS harvests.



**Figure 20.**- Residual of SWHS releases.

Figure 20.- Residual of SWHS releases.

Parameter estimates

P(Charter)

These histograms show the posterior distribution of the mean percent of rockfish harvested by the charter fleet.

**Figure 21.**- Mean percent of harvest by charter anglers.

Figure 21.- Mean percent of harvest by charter anglers.


When considered annually we see the percent of rockfish harvested by the charter fleet follows our data fairly well although the model smooths out the changes and we just do not have much information about this ratio. Prior to 2011 the percent charter is confounded with SWHS bias and should be mostly discounted.

**Figure 22.**- Annual estimates of the percent of harvest by charter anglers for 16 commerical fishing manamgent areas, 1996-2023.

Figure 22.- Annual estimates of the percent of harvest by charter anglers for 16 commerical fishing manamgent areas, 1996-2023.

P(Harvest)

These plots show the fitted logistic line to the proportion of caught rockfish that are harvested. These estimates are used for hindcasting catch estimates based on the harvest data in early years when catch estimates are unavailable.


**Figure 23.**- Annual proportion of pelagic rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available.

Figure 23.- Annual proportion of pelagic rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available.


**Figure 24.**- Annual proportion of yelloweye rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available.

Figure 24.- Annual proportion of yelloweye rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available.


**Figure 25.**- Annual proportion of non-pelagic, non-yelloweye rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note, that this is not estimated for Southeast areas because non=pelagics are divided between DSR (including yelloweye) and Slope species.

Figure 25.- Annual proportion of non-pelagic, non-yelloweye rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note, that this is not estimated for Southeast areas because non=pelagics are divided between DSR (including yelloweye) and Slope species.


**Figure 26.**- Annual proportion of DSR rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note that the observed logbook data is for all non-pelagic, non-yelloweye fish.

Figure 26.- Annual proportion of DSR rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note that the observed logbook data is for all non-pelagic, non-yelloweye fish.


**Figure 27.**- Annual proportion of Slope rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note that the observed logbook data is for all non-pelagic, non-yelloweye fish.

Figure 27.- Annual proportion of Slope rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note that the observed logbook data is for all non-pelagic, non-yelloweye fish.

SWHS bias

Figure 23 shows the mean estimate for SWHS bias in harvests and releases. Cook Inlet, North Gulf Coast and North Southeast Inside all look pretty good while most other areas have substantial bias. Prince William Sound Inside has the largest bias. Bias in release estimates is substantial and whereas the SWHS appears to underestimate harvests, it appears to greatly overestimates releases by a factor of 2 or more in most areas as derived from logbook reported releases.

**Figure 28.**- Mean SWHS bias for harvests and catches. Note that a bias < 1 indicates that the SWHS *underestimates* the true value and bias > 1 indicates the survey *overestimates* the true value.

Figure 28.- Mean SWHS bias for harvests and catches. Note that a bias < 1 indicates that the SWHS underestimates the true value and bias > 1 indicates the survey overestimates the true value.


Our estimates of SWHS harvest bias track observations fairly well when he have guided harvest estimates. The estimates of release bias in the SWHS data track observed patterns to an extent, but appear to smooth these more volatile disagreements with the logbook data. Adam postulated in his initial start on this that some of this could be the result of the estimates of the proportion guided. This value was not modelled with a trend and thus applies a constant estimate when hindcasting. Data on these relationships could greatly improve this model.

**Figure 29.**- Annual estimates of SWHS bias in harvests and releases for 16 commerical fishing manamgent areas, 1996-2023. Note that a bias < 1 indicates that the SWHS *underestimates* the true value and bias > 1 indicates the survey *overestimates* the true value.

Figure 29.- Annual estimates of SWHS bias in harvests and releases for 16 commerical fishing manamgent areas, 1996-2023. Note that a bias < 1 indicates that the SWHS underestimates the true value and bias > 1 indicates the survey overestimates the true value.

P(pelagic)

We model the percentage of pelagic rockfish in the harvest because we have the information for charter anglers (via logbooks) starting in 1998. Other than looking at the model estimates you can use Figure 25 to compare the two data streams for pelagic rockfish harvest. In general they are in agreement with major exceptions in Price William Sound inside, Prince William Sound outside (early in the time series) and South Southeast inside.

**Figure 30.**- Annual estimates of the percent of the sport harvest that was pelagic rockfish for 16 commerical fishing manamgent areas, 1996-2023.

Figure 30.- Annual estimates of the percent of the sport harvest that was pelagic rockfish for 16 commerical fishing manamgent areas, 1996-2023.

P(black|pelagic)

Note that in Southeast Alaska we only have composition data starting in 2006. Tania dug up old SE data, but it did not provide any useful data for species apportionment. For the most part, P(black|pelagic) is relatively constant across areas, with the exception of Cook Inlet and NSEI in Southeast AK. It may be worth discussing whether the shifts in those areas is a result of improved or changing species identification rather than actual shift in the species composition of the catch.

**Figure 31.**- Annual estimates of the percent of the sport harvest of pelagic rockfish that were black rockfish for 16 commerical fishing manamgent areas, 1996-2023. Kodiak panels include data from a hydroacoustic survey and the proportion of pelagic rockfish that are black in those areas (red) and the adjusted proportions based on obseved harvests for charter (blue) and private (cyan) users.

Figure 31.- Annual estimates of the percent of the sport harvest of pelagic rockfish that were black rockfish for 16 commerical fishing manamgent areas, 1996-2023. Kodiak panels include data from a hydroacoustic survey and the proportion of pelagic rockfish that are black in those areas (red) and the adjusted proportions based on obseved harvests for charter (blue) and private (cyan) users.

P(yelloweye|non-pelagic / yelloweye|DSR)

**Figure 32.**- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were yelloweye rockfish for 16 commerical fishing manamgent areas, 1996-2023. Note that P(yelloweye) is the the proportion relative to non-pelagics for Central and Kodiak areas but is relative to DSR for Southeast areas.

Figure 32.- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were yelloweye rockfish for 16 commerical fishing manamgent areas, 1996-2023. Note that P(yelloweye) is the the proportion relative to non-pelagics for Central and Kodiak areas but is relative to DSR for Southeast areas.

P(DSR|non-pelagic)

**Figure 33.**- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were DSR rockfish for 6 Southeast commerical fishing manamgent areas, 1996-2023.

Figure 33.- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were DSR rockfish for 6 Southeast commerical fishing manamgent areas, 1996-2023.

P(slope|non-pelagic)

**Figure 34.**- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were slope rockfish for 6 southeast commerical fishing manamgent areas, 1996-2023. Note that P(yelloweye) is the the proportion relative to non-pelagics for Central and Kodiak areas but is relative to DSR for Southeast areas.

Figure 34.- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were slope rockfish for 6 southeast commerical fishing manamgent areas, 1996-2023. Note that P(yelloweye) is the the proportion relative to non-pelagics for Central and Kodiak areas but is relative to DSR for Southeast areas.



P(slope|non-pelagic & non-yellowye) For release estimates

## NULL



Weight Fits

**Figure 35.**- Mean weights of black rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 35.- Mean weights of black rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.


**Figure 36.**- Mean weights of yelloweye rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 36.- Mean weights of yelloweye rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.


**Figure 37.**- Mean weights of non-black, pelagic rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 37.- Mean weights of non-black, pelagic rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.


**Figure 38.**- Mean weights of non-yelloweye, demersal shelf rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 38.- Mean weights of non-yelloweye, demersal shelf rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.


**Figure 39.**- Mean weights of slope rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 39.- Mean weights of slope rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.


Summary of unconverged parameters:

The proportion of unconverged species composition proportional estimates that are near the bounds of 0 or 1 is 0.1623377

The proportion of unconverged true parameters (defined as Rhat > 1.01) that are also in excess of an Rhat of 1.1 is 0.14 while 0.86 are less than 1.1.

Table Xa. Species proportion derived quantities that are not with 0.05 of the 0 and 1 bounds and are not converged relative to an Rhat of 1.01.

variable

area_n

year

user

mean

median

lower

upper

Rhat

sd

skew

area

p_pelagic

11

1

1

0.455

0.450

0.167

0.769

1.058

0.159

0.031

CSEO

p_pelagic

11

1

2

0.286

0.262

0.072

0.599

1.150

0.143

0.168

CSEO

p_pelagic

11

10

1

0.461

0.458

0.181

0.776

1.046

0.159

0.019

CSEO

p_pelagic

11

10

2

0.290

0.268

0.074

0.613

1.178

0.145

0.152

CSEO

p_pelagic

11

11

1

0.460

0.456

0.172

0.768

1.078

0.160

0.025

CSEO

p_pelagic

11

11

2

0.291

0.268

0.073

0.621

1.189

0.146

0.158

CSEO

p_pelagic

11

12

1

0.457

0.454

0.169

0.763

1.052

0.157

0.019

CSEO

p_pelagic

11

12

2

0.291

0.268

0.074

0.627

1.193

0.148

0.156

CSEO

p_pelagic

11

13

1

0.458

0.455

0.162

0.767

1.048

0.160

0.019

CSEO

p_pelagic

11

13

2

0.287

0.260

0.074

0.628

1.179

0.146

0.185

CSEO

p_pelagic

11

14

1

0.480

0.474

0.199

0.780

1.048

0.154

0.039

CSEO

p_pelagic

11

14

2

0.292

0.273

0.076

0.629

1.158

0.144

0.132

CSEO

p_pelagic

11

15

1

0.425

0.414

0.148

0.753

1.056

0.159

0.069

CSEO

p_pelagic

11

15

2

0.282

0.260

0.072

0.608

1.166

0.141

0.156

CSEO

p_pelagic

11

16

1

0.485

0.482

0.207

0.771

1.039

0.151

0.020

CSEO

p_pelagic

11

16

2

0.292

0.269

0.076

0.622

1.176

0.146

0.158

CSEO

p_pelagic

11

17

1

0.471

0.466

0.184

0.771

1.066

0.156

0.032

CSEO

p_pelagic

11

17

2

0.292

0.268

0.078

0.638

1.167

0.146

0.164

CSEO

p_pelagic

11

18

1

0.475

0.470

0.198

0.774

1.054

0.152

0.033

CSEO

p_pelagic

11

18

2

0.290

0.266

0.075

0.622

1.163

0.146

0.165

CSEO

p_pelagic

11

19

1

0.485

0.479

0.202

0.779

1.065

0.153

0.039

CSEO

p_pelagic

11

19

2

0.294

0.272

0.077

0.631

1.166

0.147

0.150

CSEO

p_pelagic

11

2

1

0.459

0.455

0.171

0.773

1.053

0.159

0.025

CSEO

p_pelagic

11

2

2

0.284

0.263

0.072

0.603

1.158

0.141

0.149

CSEO

p_pelagic

11

20

1

0.483

0.481

0.198

0.775

1.042

0.154

0.013

CSEO

p_pelagic

11

20

2

0.291

0.270

0.073

0.624

1.214

0.145

0.144

CSEO

p_pelagic

11

21

1

0.481

0.478

0.197

0.779

1.037

0.154

0.019

CSEO

p_pelagic

11

21

2

0.296

0.272

0.077

0.637

1.170

0.148

0.162

CSEO

p_pelagic

11

22

2

0.297

0.273

0.074

0.636

1.172

0.149

0.161

CSEO

p_pelagic

11

23

2

0.296

0.270

0.079

0.623

1.212

0.146

0.178

CSEO

p_pelagic

11

24

2

0.288

0.265

0.072

0.619

1.161

0.142

0.162

CSEO

p_pelagic

11

25

2

0.292

0.275

0.072

0.620

1.182

0.146

0.116

CSEO

p_pelagic

11

26

2

0.293

0.268

0.075

0.622

1.186

0.146

0.171

CSEO

p_pelagic

11

27

2

0.296

0.271

0.077

0.623

1.170

0.147

0.171

CSEO

p_pelagic

11

28

2

0.311

0.287

0.088

0.657

1.146

0.151

0.159

CSEO

p_pelagic

11

29

2

0.368

0.352

0.105

0.716

1.052

0.166

0.096

CSEO

p_pelagic

11

3

1

0.455

0.452

0.167

0.771

1.050

0.163

0.018

CSEO

p_pelagic

11

3

2

0.290

0.267

0.076

0.616

1.154

0.145

0.159

CSEO

p_pelagic

11

4

1

0.461

0.456

0.163

0.782

1.068

0.162

0.031

CSEO

p_pelagic

11

4

2

0.288

0.264

0.072

0.632

1.183

0.149

0.161

CSEO

p_pelagic

11

5

1

0.460

0.456

0.180

0.774

1.050

0.161

0.025

CSEO

p_pelagic

11

5

2

0.291

0.268

0.075

0.626

1.168

0.146

0.158

CSEO

p_pelagic

11

6

1

0.457

0.454

0.166

0.772

1.058

0.161

0.019

CSEO

p_pelagic

11

6

2

0.289

0.266

0.073

0.607

1.173

0.143

0.161

CSEO

p_pelagic

11

7

1

0.454

0.447

0.167

0.772

1.048

0.160

0.044

CSEO

p_pelagic

11

7

2

0.289

0.263

0.078

0.624

1.179

0.145

0.180

CSEO

p_pelagic

11

8

1

0.455

0.451

0.168

0.769

1.066

0.161

0.025

CSEO

p_pelagic

11

8

2

0.288

0.266

0.072

0.629

1.181

0.148

0.149

CSEO

p_pelagic

11

9

1

0.457

0.453

0.171

0.768

1.069

0.158

0.025

CSEO

p_pelagic

11

9

2

0.289

0.266

0.076

0.632

1.179

0.147

0.157

CSEO

p_pelagic

13

1

1

0.522

0.530

0.168

0.829

1.182

0.177

-0.045

NSEI

p_pelagic

13

1

2

0.315

0.297

0.067

0.668

1.139

0.161

0.112

NSEI

p_pelagic

13

10

1

0.531

0.542

0.186

0.831

1.157

0.176

-0.063

NSEI

p_pelagic

13

10

2

0.319

0.294

0.068

0.663

1.128

0.158

0.158

NSEI

p_pelagic

13

11

1

0.532

0.541

0.180

0.843

1.157

0.176

-0.051

NSEI

p_pelagic

13

11

2

0.320

0.303

0.073

0.666

1.124

0.160

0.106

NSEI

p_pelagic

13

12

1

0.527

0.532

0.183

0.835

1.183

0.174

-0.029

NSEI

p_pelagic

13

12

2

0.322

0.305

0.072

0.676

1.134

0.159

0.107

NSEI

p_pelagic

13

13

1

0.532

0.543

0.192

0.832

1.138

0.170

-0.065

NSEI

p_pelagic

13

13

2

0.324

0.307

0.073

0.678

1.177

0.160

0.106

NSEI

p_pelagic

13

14

1

0.522

0.528

0.187

0.828

1.176

0.170

-0.035

NSEI

p_pelagic

13

14

2

0.321

0.305

0.073

0.665

1.148

0.156

0.103

NSEI

p_pelagic

13

15

1

0.504

0.504

0.167

0.830

1.157

0.180

0.000

NSEI

p_pelagic

13

15

2

0.304

0.287

0.065

0.650

1.129

0.155

0.109

NSEI

p_pelagic

13

16

1

0.520

0.524

0.193

0.825

1.135

0.168

-0.024

NSEI

p_pelagic

13

16

2

0.327

0.308

0.079

0.663

1.134

0.158

0.121

NSEI

p_pelagic

13

17

1

0.533

0.541

0.197

0.830

1.116

0.165

-0.049

NSEI

p_pelagic

13

17

2

0.321

0.305

0.082

0.649

1.130

0.152

0.105

NSEI

p_pelagic

13

18

1

0.536

0.542

0.210

0.832

1.117

0.166

-0.036

NSEI

p_pelagic

13

18

2

0.332

0.315

0.085

0.676

1.107

0.158

0.108

NSEI

p_pelagic

13

19

1

0.529

0.533

0.208

0.829

1.130

0.168

-0.024

NSEI

p_pelagic

13

19

2

0.328

0.313

0.084

0.680

1.089

0.156

0.096

NSEI

p_pelagic

13

2

1

0.528

0.539

0.171

0.840

1.182

0.177

-0.062

NSEI

p_pelagic

13

2

2

0.317

0.297

0.069

0.664

1.148

0.159

0.126

NSEI

p_pelagic

13

20

1

0.537

0.542

0.210

0.832

1.076

0.167

-0.030

NSEI

p_pelagic

13

20

2

0.326

0.307

0.084

0.658

1.081

0.152

0.125

NSEI

p_pelagic

13

21

1

0.545

0.545

0.229

0.832

1.070

0.161

0.000

NSEI

p_pelagic

13

21

2

0.336

0.320

0.092

0.681

1.085

0.155

0.103

NSEI

p_pelagic

13

22

2

0.336

0.320

0.097

0.667

1.085

0.152

0.105

NSEI

p_pelagic

13

23

2

0.343

0.329

0.098

0.679

1.073

0.154

0.091

NSEI

p_pelagic

13

24

2

0.342

0.325

0.098

0.679

1.042

0.154

0.110

NSEI

p_pelagic

13

25

2

0.340

0.326

0.102

0.662

1.043

0.149

0.094

NSEI

p_pelagic

13

26

2

0.350

0.334

0.105

0.678

1.028

0.151

0.106

NSEI

p_pelagic

13

27

2

0.346

0.326

0.101

0.678

1.015

0.155

0.129

NSEI

p_pelagic

13

3

1

0.525

0.534

0.166

0.840

1.176

0.179

-0.050

NSEI

p_pelagic

13

3

2

0.319

0.297

0.070

0.668

1.142

0.160

0.138

NSEI

p_pelagic

13

30

1

0.610

0.610

0.593

0.628

1.032

0.009

0.000

NSEI

p_yellow

13

30

1

0.669

0.668

0.635

0.704

1.328

0.018

0.057

NSEI

p_dsr

13

30

1

0.807

0.808

0.750

0.855

1.352

0.027

-0.037

NSEI

p_pelagic

13

4

1

0.524

0.535

0.176

0.833

1.184

0.175

-0.063

NSEI

p_pelagic

13

4

2

0.321

0.305

0.066

0.669

1.156

0.162

0.099

NSEI

p_pelagic

13

5

1

0.526

0.539

0.182

0.834

1.179

0.175

-0.074

NSEI

p_pelagic

13

5

2

0.320

0.300

0.064

0.676

1.168

0.163

0.123

NSEI

p_pelagic

13

6

1

0.524

0.535

0.179

0.837

1.169

0.175

-0.063

NSEI

p_pelagic

13

6

2

0.321

0.299

0.070

0.676

1.138

0.162

0.136

NSEI

p_pelagic

13

7

1

0.533

0.544

0.176

0.837

1.178

0.178

-0.062

NSEI

p_pelagic

13

7

2

0.320

0.302

0.068

0.664

1.153

0.160

0.113

NSEI

p_pelagic

13

8

1

0.535

0.542

0.187

0.841

1.159

0.176

-0.040

NSEI

p_pelagic

13

8

2

0.324

0.305

0.077

0.669

1.143

0.158

0.120

NSEI

p_pelagic

13

9

1

0.529

0.539

0.188

0.830

1.159

0.171

-0.058

NSEI

p_pelagic

13

9

2

0.321

0.304

0.072

0.672

1.156

0.161

0.106

NSEI

p_pelagic

14

1

1

0.410

0.402

0.126

0.744

1.072

0.166

0.048

NSEO

p_pelagic

14

1

2

0.376

0.358

0.106

0.724

1.049

0.167

0.108

NSEO

p_pelagic

14

10

1

0.419

0.412

0.135

0.741

1.073

0.164

0.043

NSEO

p_pelagic

14

10

2

0.379

0.371

0.102

0.717

1.046

0.167

0.048

NSEO

p_pelagic

14

11

1

0.413

0.403

0.138

0.736

1.076

0.162

0.062

NSEO

p_pelagic

14

11

2

0.375

0.362

0.094

0.721

1.050

0.165

0.079

NSEO

p_pelagic

14

12

1

0.412

0.402

0.128

0.747

1.067

0.165

0.061

NSEO

p_pelagic

14

12

2

0.374

0.357

0.096

0.729

1.048

0.167

0.102

NSEO

p_pelagic

14

13

1

0.416

0.402

0.129

0.751

1.055

0.164

0.085

NSEO

p_pelagic

14

13

2

0.378

0.362

0.104

0.732

1.044

0.168

0.095

NSEO

p_pelagic

14

14

1

0.409

0.400

0.131

0.732

1.070

0.162

0.056

NSEO

p_pelagic

14

14

2

0.372

0.356

0.101

0.717

1.055

0.166

0.096

NSEO

p_pelagic

14

15

1

0.400

0.390

0.128

0.732

1.063

0.160

0.062

NSEO

p_pelagic

14

15

2

0.371

0.358

0.104

0.721

1.059

0.163

0.080

NSEO

p_pelagic

14

16

1

0.433

0.425

0.150

0.757

1.065

0.160

0.050

NSEO

p_pelagic

14

16

2

0.387

0.379

0.107

0.740

1.061

0.167

0.048

NSEO

p_pelagic

14

17

1

0.393

0.379

0.123

0.721

1.052

0.162

0.086

NSEO

p_pelagic

14

17

2

0.368

0.351

0.104

0.716

1.055

0.163

0.105

NSEO

p_pelagic

14

18

1

0.402

0.391

0.123

0.740

1.054

0.163

0.067

NSEO

p_pelagic

14

18

2

0.372

0.360

0.103

0.710

1.039

0.160

0.075

NSEO

p_pelagic

14

19

1

0.431

0.426

0.143

0.754

1.046

0.158

0.032

NSEO

p_pelagic

14

19

2

0.384

0.369

0.113

0.723

1.037

0.163

0.092

NSEO

p_pelagic

14

2

1

0.408

0.399

0.133

0.733

1.076

0.161

0.056

NSEO

p_pelagic

14

2

2

0.380

0.371

0.106

0.712

1.061

0.165

0.054

NSEO

p_pelagic

14

20

1

0.414

0.404

0.142

0.733

1.039

0.159

0.063

NSEO

p_pelagic

14

20

2

0.378

0.362

0.108

0.720

1.032

0.160

0.100

NSEO

p_pelagic

14

21

1

0.422

0.410

0.145

0.738

1.039

0.158

0.076

NSEO

p_pelagic

14

21

2

0.384

0.370

0.105

0.714

1.048

0.161

0.087

NSEO

p_pelagic

14

22

2

0.385

0.372

0.119

0.716

1.041

0.158

0.082

NSEO

p_pelagic

14

23

2

0.383

0.368

0.120

0.716

1.038

0.160

0.094

NSEO

p_pelagic

14

24

2

0.388

0.375

0.117

0.728

1.038

0.161

0.081

NSEO

p_pelagic

14

25

2

0.384

0.371

0.123

0.715

1.022

0.161

0.081

NSEO

p_pelagic

14

26

2

0.393

0.377

0.128

0.741

1.018

0.163

0.098

NSEO

p_pelagic

14

27

2

0.406

0.397

0.133

0.744

1.011

0.163

0.055

NSEO

p_pelagic

14

3

1

0.416

0.412

0.127

0.746

1.049

0.166

0.024

NSEO

p_pelagic

14

3

2

0.374

0.362

0.101

0.715

1.035

0.165

0.073

NSEO

p_pelagic

14

4

1

0.416

0.404

0.129

0.753

1.062

0.167

0.072

NSEO

p_pelagic

14

4

2

0.376

0.361

0.106

0.718

1.048

0.164

0.092

NSEO

p_yellow

14

44

1

0.067

0.055

0.014

0.184

1.067

0.046

0.261

NSEO

p_pelagic

14

5

1

0.413

0.402

0.131

0.756

1.061

0.166

0.066

NSEO

p_pelagic

14

5

2

0.379

0.370

0.098

0.735

1.056

0.168

0.054

NSEO

p_pelagic

14

6

1

0.414

0.405

0.129

0.745

1.040

0.164

0.055

NSEO

p_pelagic

14

6

2

0.375

0.356

0.095

0.723

1.057

0.168

0.113

NSEO

p_pelagic

14

7

1

0.413

0.402

0.125

0.756

1.061

0.168

0.066

NSEO

p_pelagic

14

7

2

0.379

0.363

0.099

0.716

1.068

0.167

0.096

NSEO

p_pelagic

14

8

1

0.416

0.406

0.134

0.746

1.048

0.165

0.061

NSEO

p_pelagic

14

8

2

0.378

0.364

0.097

0.738

1.058

0.170

0.082

NSEO

p_pelagic

14

9

1

0.418

0.408

0.133

0.749

1.056

0.166

0.060

NSEO

p_pelagic

14

9

2

0.377

0.366

0.099

0.721

1.061

0.166

0.066

NSEO

p_dsr

15

24

1

0.736

0.749

0.467

0.914

1.015

0.116

-0.112

SSEI

p_dsr

15

26

1

0.736

0.750

0.471

0.917

1.014

0.116

-0.120

SSEI

p_dsr

15

27

1

0.737

0.756

0.480

0.914

1.029

0.115

-0.165

SSEI

p_dsr

15

29

1

0.728

0.747

0.440

0.913

1.012

0.123

-0.154

SSEI

p_dsr

15

44

1

0.078

0.076

0.047

0.126

1.011

0.021

0.097

SSEI

p_pelagic

16

1

1

0.426

0.415

0.160

0.741

1.017

0.154

0.071

SSEO

p_pelagic

16

1

2

0.299

0.280

0.087

0.606

1.014

0.138

0.137

SSEO

p_pelagic

16

10

2

0.303

0.286

0.086

0.621

1.018

0.141

0.121

SSEO

p_pelagic

16

12

1

0.425

0.418

0.158

0.740

1.013

0.153

0.046

SSEO

p_pelagic

16

12

2

0.299

0.278

0.089

0.614

1.016

0.138

0.152

SSEO

p_pelagic

16

13

1

0.427

0.420

0.151

0.736

1.015

0.153

0.046

SSEO

p_pelagic

16

13

2

0.298

0.279

0.085

0.615

1.014

0.140

0.136

SSEO

p_pelagic

16

14

2

0.301

0.277

0.088

0.624

1.012

0.140

0.171

SSEO

p_pelagic

16

16

1

0.414

0.409

0.158

0.713

1.011

0.147

0.034

SSEO

p_pelagic

16

16

2

0.300

0.280

0.086

0.611

1.017

0.138

0.145

SSEO

p_pelagic

16

17

1

0.478

0.475

0.197

0.773

1.011

0.150

0.020

SSEO

p_pelagic

16

17

2

0.313

0.292

0.087

0.650

1.016

0.146

0.144

SSEO

p_pelagic

16

18

2

0.307

0.289

0.092

0.618

1.014

0.139

0.129

SSEO

p_pelagic

16

19

2

0.309

0.294

0.092

0.629

1.027

0.141

0.106

SSEO

p_pelagic

16

2

1

0.427

0.424

0.158

0.746

1.012

0.154

0.019

SSEO

p_pelagic

16

2

2

0.303

0.286

0.085

0.621

1.011

0.142

0.120

SSEO

p_pelagic

16

20

1

0.451

0.442

0.179

0.750

1.011

0.151

0.060

SSEO

p_pelagic

16

20

2

0.308

0.285

0.092

0.651

1.014

0.146

0.158

SSEO

p_pelagic

16

21

2

0.304

0.284

0.090

0.624

1.020

0.140

0.143

SSEO

p_pelagic

16

22

2

0.308

0.288

0.094

0.619

1.021

0.140

0.143

SSEO

p_pelagic

16

23

2

0.311

0.289

0.093

0.632

1.025

0.142

0.155

SSEO

p_pelagic

16

24

2

0.301

0.280

0.088

0.610

1.022

0.138

0.152

SSEO

p_pelagic

16

25

2

0.298

0.280

0.085

0.595

1.015

0.136

0.133

SSEO

p_pelagic

16

26

2

0.299

0.280

0.084

0.624

1.021

0.140

0.136

SSEO

p_yellow

16

26

1

0.603

0.614

0.302

0.854

1.011

0.147

-0.075

SSEO

p_pelagic

16

27

2

0.317

0.298

0.098

0.624

1.031

0.143

0.133

SSEO

p_pelagic

16

28

2

0.324

0.304

0.100

0.660

1.046

0.146

0.137

SSEO

p_pelagic

16

29

2

0.339

0.323

0.100

0.662

1.043

0.149

0.108

SSEO

p_pelagic

16

3

2

0.299

0.275

0.087

0.616

1.016

0.141

0.170

SSEO

p_pelagic

16

31

1

0.613

0.613

0.599

0.626

1.013

0.007

0.000

SSEO

p_yellow

16

31

1

0.782

0.782

0.762

0.801

1.061

0.010

0.000

SSEO

p_dsr

16

31

1

0.879

0.879

0.838

0.916

1.080

0.020

0.000

SSEO

p_pelagic

16

4

2

0.297

0.277

0.086

0.620

1.014

0.138

0.145

SSEO

p_pelagic

16

42

1

0.865

0.865

0.859

0.872

1.717

0.003

0.000

SSEO

p_yellow

16

42

1

0.549

0.548

0.520

0.579

1.727

0.015

0.065

SSEO

p_dsr

16

42

1

0.824

0.826

0.784

0.855

1.683

0.018

-0.110

SSEO

p_slope

16

42

1

0.094

0.081

0.064

0.144

5.763

0.027

0.490

SSEO

p_dsr

16

44

2

0.091

0.077

0.021

0.242

1.015

0.058

0.242

SSEO

p_dsr

16

45

2

0.111

0.098

0.029

0.264

1.010

0.062

0.209

SSEO

p_pelagic

16

7

2

0.297

0.280

0.086

0.606

1.011

0.136

0.125

SSEO

p_pelagic

16

8

1

0.430

0.421

0.154

0.745

1.012

0.155

0.058

SSEO

p_pelagic

16

9

1

0.429

0.420

0.160

0.742

1.011

0.155

0.058

SSEO

p_pelagic

16

9

2

0.299

0.283

0.090

0.610

1.015

0.138

0.116

SSEO

p_pelagic

2

1

1

0.796

0.817

0.542

0.943

1.010

0.105

-0.199

NG

p_yellow

2

1

2

0.745

0.767

0.457

0.944

1.019

0.129

-0.171

NG

p_pelagic

2

10

1

0.792

0.813

0.532

0.945

1.011

0.108

-0.194

NG

p_yellow

2

10

2

0.741

0.761

0.434

0.942

1.024

0.131

-0.152

NG

p_yellow

2

11

2

0.747

0.769

0.445

0.939

1.011

0.130

-0.169

NG

p_pelagic

2

12

1

0.798

0.819

0.534

0.944

1.011

0.106

-0.198

NG

p_yellow

2

12

2

0.740

0.763

0.437

0.935

1.012

0.132

-0.175

NG

p_pelagic

2

14

1

0.793

0.812

0.535

0.940

1.012

0.105

-0.181

NG

p_pelagic

2

15

1

0.788

0.807

0.529

0.943

1.012

0.111

-0.171

NG

p_yellow

2

15

2

0.743

0.763

0.449

0.933

1.016

0.127

-0.157

NG

p_pelagic

2

17

1

0.791

0.812

0.533

0.942

1.014

0.108

-0.194

NG

p_pelagic

2

18

1

0.793

0.815

0.526

0.944

1.013

0.109

-0.203

NG

p_pelagic

2

19

1

0.796

0.817

0.533

0.939

1.013

0.104

-0.201

NG

p_yellow

2

2

1

0.811

0.831

0.548

0.966

1.010

0.108

-0.186

NG

p_yellow

2

2

2

0.745

0.765

0.430

0.948

1.015

0.134

-0.149

NG

p_yellow

2

3

1

0.809

0.830

0.555

0.963

1.017

0.108

-0.195

NG

p_yellow

2

3

2

0.743

0.762

0.447

0.945

1.017

0.131

-0.145

NG

p_pelagic

2

4

1

0.795

0.816

0.536

0.945

1.011

0.107

-0.197

NG

p_yellow

2

4

1

0.813

0.835

0.554

0.960

1.011

0.108

-0.204

NG

p_yellow

2

5

2

0.747

0.768

0.450

0.943

1.016

0.129

-0.163

NG

p_yellow

2

6

1

0.807

0.829

0.530

0.962

1.015

0.111

-0.197

NG

p_yellow

2

6

2

0.745

0.764

0.445

0.938

1.018

0.131

-0.145

NG

p_yellow

2

7

1

0.808

0.830

0.544

0.963

1.010

0.110

-0.200

NG

p_yellow

2

7

2

0.743

0.763

0.445

0.939

1.010

0.131

-0.152

NG

p_yellow

2

8

1

0.809

0.830

0.542

0.960

1.010

0.108

-0.194

NG

p_yellow

2

8

2

0.743

0.764

0.437

0.941

1.012

0.132

-0.159

NG

p_yellow

2

9

2

0.745

0.764

0.437

0.941

1.011

0.132

-0.144

NG

p_pelagic

3

1

1

0.561

0.567

0.243

0.847

1.026

0.161

-0.037

PWSI

p_pelagic

3

1

2

0.209

0.187

0.048

0.488

1.041

0.115

0.191

PWSI

p_pelagic

3

10

1

0.561

0.572

0.235

0.840

1.026

0.162

-0.068

PWSI

p_pelagic

3

10

2

0.203

0.181

0.049

0.475

1.026

0.110

0.199

PWSI

p_pelagic

3

11

1

0.561

0.568

0.247

0.837

1.035

0.157

-0.045

PWSI

p_pelagic

3

11

2

0.205

0.184

0.051

0.487

1.041

0.112

0.188

PWSI

p_pelagic

3

12

1

0.561

0.567

0.250

0.846

1.027

0.158

-0.038

PWSI

p_pelagic

3

12

2

0.205

0.185

0.050

0.474

1.053

0.112

0.179

PWSI

p_pelagic

3

13

1

0.557

0.562

0.237

0.840

1.039

0.162

-0.031

PWSI

p_pelagic

3

13

2

0.206

0.182

0.051

0.480

1.047

0.114

0.210

PWSI

p_pelagic

3

14

1

0.576

0.582

0.253

0.838

1.028

0.154

-0.039

PWSI

p_pelagic

3

14

2

0.222

0.201

0.051

0.503

1.029

0.119

0.176

PWSI

p_pelagic

3

15

1

0.553

0.567

0.237

0.834

1.032

0.159

-0.088

PWSI

p_pelagic

3

15

2

0.198

0.175

0.051

0.470

1.049

0.109

0.210

PWSI

p_pelagic

3

16

1

0.558

0.566

0.242

0.831

1.033

0.159

-0.050

PWSI

p_pelagic

3

16

2

0.204

0.182

0.052

0.470

1.040

0.111

0.198

PWSI

p_pelagic

3

17

1

0.561

0.569

0.242

0.837

1.027

0.157

-0.051

PWSI

p_pelagic

3

17

2

0.207

0.187

0.053

0.465

1.038

0.109

0.184

PWSI

p_pelagic

3

18

1

0.566

0.574

0.248

0.837

1.023

0.158

-0.051

PWSI

p_pelagic

3

18

2

0.215

0.198

0.057

0.483

1.036

0.113

0.151

PWSI

p_pelagic

3

19

1

0.560

0.567

0.245

0.838

1.025

0.157

-0.045

PWSI

p_pelagic

3

19

2

0.176

0.159

0.053

0.390

1.026

0.086

0.197

PWSI

p_pelagic

3

2

1

0.555

0.561

0.235

0.842

1.032

0.162

-0.037

PWSI

p_pelagic

3

2

2

0.204

0.178

0.053

0.488

1.054

0.113

0.229

PWSI

p_pelagic

3

20

2

0.230

0.227

0.131

0.347

1.012

0.056

0.054

PWSI

p_pelagic

3

3

1

0.557

0.560

0.242

0.837

1.032

0.157

-0.019

PWSI

p_pelagic

3

3

2

0.203

0.180

0.048

0.487

1.048

0.114

0.202

PWSI

p_pelagic

3

4

1

0.556

0.566

0.252

0.837

1.025

0.157

-0.064

PWSI

p_pelagic

3

4

2

0.201

0.180

0.051

0.468

1.045

0.111

0.189

PWSI

p_pelagic

3

5

1

0.558

0.565

0.246

0.838

1.023

0.160

-0.044

PWSI

p_pelagic

3

5

2

0.202

0.182

0.049

0.485

1.025

0.112

0.179

PWSI

p_pelagic

3

6

1

0.560

0.566

0.245

0.837

1.037

0.158

-0.038

PWSI

p_pelagic

3

6

2

0.204

0.179

0.052

0.474

1.048

0.113

0.221

PWSI

p_pelagic

3

7

1

0.560

0.570

0.244

0.843

1.025

0.162

-0.062

PWSI

p_pelagic

3

7

2

0.205

0.182

0.050

0.497

1.050

0.114

0.202

PWSI

p_pelagic

3

8

1

0.562

0.571

0.246

0.836

1.035

0.157

-0.057

PWSI

p_pelagic

3

8

2

0.205

0.182

0.051

0.475

1.049

0.112

0.206

PWSI

p_pelagic

3

9

1

0.562

0.568

0.253

0.836

1.035

0.155

-0.039

PWSI

p_pelagic

3

9

2

0.205

0.185

0.053

0.469

1.038

0.110

0.182

PWSI

p_pelagic

4

1

1

0.524

0.526

0.197

0.838

1.018

0.173

-0.012

PWSO

p_pelagic

4

1

2

0.519

0.524

0.194

0.831

1.022

0.171

-0.029

PWSO

p_pelagic

4

10

1

0.530

0.535

0.201

0.849

1.022

0.173

-0.029

PWSO

p_pelagic

4

10

2

0.525

0.521

0.196

0.832

1.033

0.173

0.023

PWSO

p_pelagic

4

11

1

0.531

0.536

0.200

0.840

1.021

0.172

-0.029

PWSO

p_pelagic

4

11

2

0.528

0.527

0.201

0.840

1.023

0.172

0.006

PWSO

p_pelagic

4

12

1

0.531

0.537

0.191

0.842

1.021

0.174

-0.034

PWSO

p_pelagic

4

12

2

0.522

0.528

0.194

0.821

1.019

0.171

-0.035

PWSO

p_pelagic

4

13

1

0.531

0.537

0.210

0.832

1.018

0.170

-0.035

PWSO

p_pelagic

4

13

2

0.528

0.529

0.205

0.833

1.018

0.172

-0.006

PWSO

p_pelagic

4

14

1

0.526

0.528

0.197

0.837

1.018

0.171

-0.012

PWSO

p_pelagic

4

14

2

0.519

0.523

0.179

0.825

1.025

0.170

-0.024

PWSO

p_pelagic

4

15

1

0.523

0.525

0.206

0.838

1.026

0.170

-0.012

PWSO

p_pelagic

4

15

2

0.520

0.524

0.192

0.828

1.021

0.173

-0.023

PWSO

p_pelagic

4

16

1

0.525

0.527

0.200

0.840

1.018

0.171

-0.012

PWSO

p_pelagic

4

16

2

0.524

0.531

0.203

0.829

1.029

0.171

-0.041

PWSO

p_yellow

4

16

1

0.878

0.898

0.663

0.974

1.010

0.081

-0.248

PWSO

p_pelagic

4

17

1

0.529

0.529

0.206

0.836

1.027

0.169

0.000

PWSO

p_pelagic

4

17

2

0.522

0.527

0.200

0.840

1.024

0.172

-0.029

PWSO

p_pelagic

4

18

1

0.523

0.520

0.213

0.843

1.023

0.173

0.017

PWSO

p_pelagic

4

18

2

0.521

0.519

0.205

0.825

1.028

0.168

0.012

PWSO

p_pelagic

4

19

1

0.495

0.494

0.172

0.814

1.022

0.173

0.006

PWSO

p_pelagic

4

19

2

0.525

0.533

0.200

0.840

1.029

0.172

-0.046

PWSO

p_pelagic

4

2

1

0.530

0.530

0.212

0.840

1.028

0.169

0.000

PWSO

p_pelagic

4

2

2

0.519

0.522

0.190

0.826

1.027

0.172

-0.017

PWSO

p_pelagic

4

20

2

0.404

0.397

0.149

0.687

1.023

0.140

0.050

PWSO

p_yellow

4

20

2

0.877

0.893

0.684

0.972

1.011

0.073

-0.218

PWSO

p_pelagic

4

23

2

0.541

0.542

0.384

0.692

1.011

0.078

-0.013

PWSO

p_pelagic

4

3

1

0.538

0.542

0.208

0.853

1.029

0.174

-0.023

PWSO

p_pelagic

4

3

2

0.523

0.526

0.199

0.822

1.022

0.170

-0.018

PWSO

p_pelagic

4

4

1

0.532

0.535

0.199

0.841

1.015

0.171

-0.018

PWSO

p_pelagic

4

4

2

0.516

0.520

0.177

0.825

1.021

0.173

-0.023

PWSO

p_pelagic

4

5

1

0.531

0.534

0.196

0.841

1.027

0.173

-0.017

PWSO

p_pelagic

4

5

2

0.527

0.529

0.189

0.840

1.035

0.173

-0.012

PWSO

p_yellow

4

5

2

0.859

0.879

0.617

0.977

1.010

0.093

-0.216

PWSO

p_pelagic

4

6

1

0.532

0.538

0.206

0.845

1.019

0.170

-0.035

PWSO

p_pelagic

4

6

2

0.520

0.524

0.186

0.836

1.020

0.172

-0.023

PWSO

p_pelagic

4

7

1

0.533

0.534

0.202

0.845

1.018

0.174

-0.006

PWSO

p_pelagic

4

7

2

0.521

0.523

0.194

0.837

1.027

0.172

-0.012

PWSO

p_pelagic

4

8

1

0.529

0.534

0.198

0.841

1.018

0.174

-0.029

PWSO

p_pelagic

4

8

2

0.530

0.538

0.189

0.828

1.016

0.171

-0.047

PWSO

p_pelagic

4

9

1

0.528

0.530

0.198

0.841

1.023

0.174

-0.012

PWSO

p_pelagic

4

9

2

0.527

0.529

0.193

0.829

1.030

0.174

-0.011

PWSO

p_pelagic

5

1

2

0.846

0.948

0.122

1.000

1.025

0.227

-0.449

BSAI

p_pelagic

5

10

2

0.846

0.946

0.144

1.000

1.023

0.225

-0.445

BSAI

p_pelagic

5

11

2

0.847

0.949

0.143

1.000

1.022

0.226

-0.451

BSAI

p_pelagic

5

12

2

0.849

0.949

0.149

1.000

1.021

0.223

-0.448

BSAI

p_pelagic

5

13

2

0.847

0.949

0.125

1.000

1.019

0.226

-0.451

BSAI

p_pelagic

5

14

2

0.847

0.948

0.119

1.000

1.025

0.228

-0.444

BSAI

p_pelagic

5

16

2

0.848

0.948

0.134

1.000

1.025

0.226

-0.442

BSAI

p_pelagic

5

17

2

0.846

0.946

0.127

1.000

1.026

0.227

-0.441

BSAI

p_pelagic

5

18

2

0.848

0.948

0.145

1.000

1.022

0.224

-0.446

BSAI

p_pelagic

5

19

2

0.846

0.949

0.127

1.000

1.024

0.230

-0.449

BSAI

p_pelagic

5

20

2

0.849

0.949

0.147

1.000

1.029

0.225

-0.444

BSAI

p_pelagic

5

22

2

0.844

0.948

0.105

1.000

1.025

0.232

-0.448

BSAI

p_pelagic

5

24

2

0.848

0.947

0.136

1.000

1.023

0.224

-0.442

BSAI

p_pelagic

5

25

2

0.844

0.948

0.127

1.000

1.019

0.229

-0.455

BSAI

p_pelagic

5

26

2

0.846

0.946

0.135

1.000

1.024

0.226

-0.443

BSAI

p_pelagic

5

27

2

0.847

0.945

0.138

1.000

1.028

0.225

-0.435

BSAI

p_pelagic

5

28

2

0.848

0.949

0.150

1.000

1.031

0.224

-0.450

BSAI

p_pelagic

5

29

2

0.848

0.947

0.148

1.000

1.030

0.224

-0.441

BSAI

p_pelagic

5

3

2

0.846

0.948

0.132

1.000

1.024

0.227

-0.450

BSAI

p_pelagic

5

30

2

0.848

0.947

0.133

1.000

1.018

0.225

-0.441

BSAI

p_pelagic

5

32

2

0.845

0.949

0.125

1.000

1.022

0.229

-0.454

BSAI

p_pelagic

5

33

2

0.848

0.947

0.132

1.000

1.029

0.224

-0.441

BSAI

p_pelagic

5

35

2

0.847

0.949

0.123

1.000

1.025

0.227

-0.449

BSAI

p_pelagic

5

36

2

0.849

0.945

0.150

1.000

1.022

0.224

-0.428

BSAI

p_pelagic

5

37

2

0.846

0.947

0.137

1.000

1.029

0.226

-0.447

BSAI

p_pelagic

5

38

2

0.846

0.949

0.132

1.000

1.021

0.227

-0.455

BSAI

p_pelagic

5

39

2

0.848

0.949

0.133

1.000

1.026

0.226

-0.447

BSAI

p_pelagic

5

4

2

0.848

0.949

0.127

1.000

1.027

0.227

-0.446

BSAI

p_pelagic

5

40

2

0.844

0.946

0.134

1.000

1.019

0.228

-0.447

BSAI

p_pelagic

5

41

2

0.849

0.949

0.129

1.000

1.021

0.225

-0.445

BSAI

p_pelagic

5

43

2

0.846

0.946

0.134

1.000

1.025

0.226

-0.443

BSAI

p_pelagic

5

44

2

0.752

0.866

0.045

1.000

1.013

0.281

-0.406

BSAI

p_pelagic

5

45

2

0.751

0.867

0.041

1.000

1.012

0.282

-0.411

BSAI

p_pelagic

5

46

2

0.755

0.872

0.052

1.000

1.016

0.280

-0.418

BSAI

p_pelagic

5

47

2

0.746

0.870

0.052

1.000

1.013

0.290

-0.428

BSAI

p_pelagic

5

5

2

0.851

0.948

0.140

1.000

1.026

0.221

-0.438

BSAI

p_pelagic

5

6

2

0.847

0.948

0.130

1.000

1.022

0.226

-0.446

BSAI

p_pelagic

5

7

2

0.848

0.948

0.133

1.000

1.021

0.227

-0.441

BSAI

p_pelagic

5

8

2

0.848

0.949

0.130

1.000

1.031

0.225

-0.449

BSAI

p_pelagic

5

9

2

0.848

0.949

0.133

1.000

1.020

0.226

-0.446

BSAI

p_black

7

23

1

0.918

0.946

0.677

1.000

1.011

0.088

-0.320

WKMA

p_black

8

1

1

0.711

0.729

0.404

0.918

1.023

0.136

-0.132

afognak

p_black

8

10

1

0.706

0.726

0.391

0.914

1.016

0.139

-0.144

afognak

p_black

8

12

1

0.708

0.726

0.391

0.916

1.013

0.138

-0.131

afognak

p_black

8

14

1

0.707

0.725

0.395

0.914

1.020

0.136

-0.132

afognak

p_black

8

15

1

0.707

0.727

0.397

0.912

1.015

0.136

-0.147

afognak

p_black

8

16

1

0.706

0.721

0.398

0.914

1.012

0.138

-0.109

afognak

p_black

8

17

1

0.705

0.723

0.387

0.913

1.016

0.139

-0.129

afognak

p_black

8

2

1

0.707

0.727

0.403

0.916

1.013

0.137

-0.146

afognak

p_black

8

20

1

0.705

0.726

0.392

0.911

1.018

0.138

-0.152

afognak

p_black

8

22

1

0.709

0.730

0.402

0.914

1.018

0.136

-0.154

afognak

p_black

8

24

1

0.706

0.723

0.389

0.917

1.014

0.136

-0.125

afognak

p_black

8

25

1

0.708

0.730

0.387

0.916

1.017

0.140

-0.157

afognak

p_black

8

26

1

0.552

0.556

0.268

0.809

1.016

0.142

-0.028

afognak

p_black

8

27

1

0.829

0.840

0.655

0.944

1.013

0.076

-0.144

afognak

p_black

8

28

1

0.706

0.726

0.397

0.912

1.011

0.135

-0.148

afognak

p_black

8

29

1

0.709

0.729

0.402

0.914

1.016

0.136

-0.147

afognak

p_black

8

3

1

0.713

0.732

0.410

0.921

1.015

0.138

-0.138

afognak

p_black

8

30

1

0.708

0.731

0.392

0.914

1.013

0.137

-0.168

afognak

p_black

8

31

1

0.849

0.860

0.686

0.948

1.016

0.067

-0.164

afognak

p_black

8

32

1

0.704

0.724

0.397

0.915

1.012

0.137

-0.146

afognak

p_black

8

33

1

0.929

0.931

0.882

0.968

1.021

0.023

-0.089

afognak

p_black

8

34

1

0.871

0.879

0.738

0.955

1.015

0.056

-0.142

afognak

p_black

8

37

1

0.453

0.370

0.292

0.940

1.797

0.209

0.397

afognak

p_black

8

4

1

0.711

0.732

0.395

0.920

1.014

0.137

-0.154

afognak

p_black

8

40

1

0.700

0.891

0.345

0.950

1.093

0.253

-0.755

afognak

p_black

8

41

1

0.767

0.803

0.530

0.942

1.034

0.140

-0.258

afognak

p_black

8

43

1

0.424

0.420

0.341

0.523

1.068

0.056

0.071

afognak

p_black

8

45

1

0.522

0.521

0.462

0.584

1.014

0.032

0.032

afognak

p_black

8

6

1

0.708

0.726

0.398

0.917

1.011

0.136

-0.132

afognak

p_black

8

7

1

0.706

0.729

0.375

0.917

1.010

0.141

-0.163

afognak

p_black

8

9

1

0.710

0.730

0.402

0.917

1.012

0.136

-0.147

afognak

p_pelagic

9

11

1

0.921

0.934

0.797

0.981

1.010

0.050

-0.261

eastside

p_black

9

12

1

0.913

0.927

0.755

0.982

1.011

0.060

-0.234

eastside

p_pelagic

9

17

1

0.920

0.934

0.779

0.980

1.014

0.053

-0.265

eastside

p_pelagic

9

23

1

0.856

0.861

0.728

0.949

1.031

0.056

-0.089

eastside

p_pelagic

9

25

1

0.827

0.831

0.711

0.929

1.027

0.057

-0.071

eastside

p_yellow

9

25

1

0.532

0.534

0.258

0.791

1.011

0.140

-0.014

eastside

Table Xb. True parameters with an Rhat in excess of 1.1

variable

area_n

year/species

mean

median

lower

upper

Rhat

sd

skew

year

area

mu_beta2_pH

1

1

-3.399

-3.044

-19.511

13.507

1.148

8.068

-0.044

CI

beta2_pH

1

1

1.481

1.114

0.390

3.880

1.198

1.000

0.367

CI

beta3_pH

1

1

34.845

34.853

32.801

37.116

1.176

1.076

-0.007

CI

beta0_pH

10

1

0.796

0.815

0.375

1.182

1.450

0.220

-0.086

northeast

beta1_pH

10

1

1.604

1.553

1.024

2.512

1.208

0.358

0.143

northeast

beta2_pH

10

1

3.507

2.146

0.355

13.403

1.266

3.658

0.372

northeast

beta3_pH

10

1

33.578

33.634

30.621

36.404

1.133

1.535

-0.036

northeast

beta0_pH

11

4

1.374

1.284

0.480

2.430

2.335

0.549

0.164

CSEO

beta1_pH

11

1

3.081

2.918

2.033

5.094

1.185

0.785

0.208

CSEO

beta1_pH

11

3

2.345

2.256

1.227

4.113

1.128

0.750

0.119

CSEO

beta1_pH

11

4

0.991

1.131

0.000

1.856

2.196

0.598

-0.234

CSEO

beta2_pH

11

1

0.919

0.513

0.149

3.472

1.377

0.916

0.443

CSEO

beta2_pH

11

3

-5.105

-4.041

-15.981

-0.168

1.388

4.343

-0.245

CSEO

beta2_pH

11

4

-8.897

-7.526

-23.035

-0.456

1.277

6.405

-0.214

CSEO

beta3_pH

11

1

32.658

32.531

29.404

35.599

1.935

1.509

0.084

CSEO

beta3_pH

11

3

40.443

40.775

31.974

42.765

1.171

2.100

-0.158

CSEO

beta3_pH

11

4

39.757

40.497

30.848

42.823

1.736

2.809

-0.263

CSEO

beta5_pH

11

2

-6.721

-6.729

-7.514

-5.938

1.211

0.399

0.020

CSEO

beta0_pelagic

11

-0.195

-0.211

-0.718

0.302

1.738

0.251

0.064

CSEO

beta1_pelagic

11

1.590

1.630

0.895

2.252

2.751

0.351

-0.114

CSEO

beta2_pelagic

11

2.562

2.159

0.505

6.759

1.147

1.605

0.251

CSEO

beta4_pelagic

11

-0.818

-0.818

-1.280

-0.354

1.369

0.244

0.000

CSEO

beta5_pelagic

11

3.316

3.307

2.812

3.842

1.227

0.269

0.033

CSEO

beta5_dsr

11

-2.762

-2.766

-3.247

-2.281

1.118

0.237

0.017

CSEO

beta0_pH

12

1

0.613

0.621

0.098

1.104

1.124

0.257

-0.031

EWYKT

beta0_pH

12

4

1.552

1.377

-0.065

3.467

2.272

0.978

0.179

EWYKT

beta1_pH

12

1

2.756

2.771

2.105

3.355

1.137

0.323

-0.046

EWYKT

beta1_pH

12

4

2.145

2.389

0.000

3.975

2.341

1.144

-0.213

EWYKT

beta2_pH

12

1

1.599

1.301

0.551

3.799

1.140

0.902

0.331

EWYKT

beta2_pH

12

3

-5.957

-5.309

-15.986

-0.653

1.258

4.247

-0.153

EWYKT

beta2_pH

12

4

-8.901

-7.760

-22.662

-0.518

1.276

6.370

-0.179

EWYKT

beta3_pH

12

4

40.488

40.863

31.403

42.832

1.546

2.617

-0.143

EWYKT

beta0_pH

13

1

0.221

0.202

-0.295

0.682

2.250

0.239

0.080

NSEI

beta0_pH

13

4

0.976

0.981

0.015

1.828

1.688

0.465

-0.011

NSEI

beta0_pH

13

5

4.136

4.135

2.878

5.468

1.298

0.671

0.001

NSEI

beta1_pH

13

1

2.435

2.399

1.811

3.249

1.486

0.367

0.098

NSEI

beta1_pH

13

3

2.615

2.567

1.660

3.859

1.143

0.536

0.090

NSEI

beta1_pH

13

4

0.604

0.592

0.000

1.499

1.564

0.455

0.026

NSEI

beta2_pH

13

3

-5.796

-4.965

-15.683

-0.853

1.312

4.071

-0.204

NSEI

beta2_pH

13

4

-9.216

-7.675

-22.748

-0.559

1.395

6.456

-0.239

NSEI

beta3_pH

13

1

33.068

33.066

30.759

35.094

1.192

1.062

0.002

NSEI

beta3_pH

13

4

39.737

41.046

30.150

42.845

1.213

3.389

-0.386

NSEI

beta0_pelagic

13

0.099

0.242

-1.096

0.693

1.855

0.474

-0.302

NSEI

beta1_pelagic

13

1.062

1.042

0.060

2.332

1.345

0.602

0.033

NSEI

beta2_pelagic

13

1.516

0.751

0.101

6.266

1.226

1.729

0.442

NSEI

beta3_pelagic

13

32.570

33.499

21.855

39.786

1.551

4.917

-0.189

NSEI

beta1_pH

14

4

2.120

2.093

1.177

3.211

1.101

0.520

0.052

NSEO

beta2_pH

14

1

1.222

1.002

0.442

3.577

1.420

0.739

0.298

NSEO

beta2_pH

14

3

-5.591

-4.867

-15.337

-0.376

1.294

4.152

-0.174

NSEO

beta2_pH

14

4

-8.769

-7.270

-22.961

-0.989

1.271

6.282

-0.239

NSEO

beta3_pH

14

1

32.080

31.979

30.986

33.812

1.106

0.709

0.142

NSEO

beta0_pelagic

14

-0.398

-0.334

-1.278

0.230

1.390

0.383

-0.167

NSEO

beta1_pelagic

14

1.895

1.748

1.213

3.298

1.340

0.528

0.278

NSEO

beta3_pelagic

14

32.473

32.248

29.610

36.588

1.181

1.755

0.128

NSEO

beta5_yellow

14

-3.599

-3.627

-4.639

-2.482

1.124

0.533

0.052

NSEO

beta0_pH

15

1

0.323

0.302

-0.966

1.146

2.197

0.492

0.043

SSEI

beta0_pH

15

4

0.984

1.003

-0.096

1.670

2.313

0.435

-0.044

SSEI

beta1_pH

15

1

2.423

2.298

1.168

4.926

2.287

0.898

0.139

SSEI

beta1_pH

15

3

2.367

2.321

1.423

3.610

1.112

0.561

0.082

SSEI

beta1_pH

15

4

0.593

0.545

0.000

1.795

2.267

0.492

0.098

SSEI

beta2_pH

15

1

0.753

0.410

0.078

3.544

1.777

0.882

0.389

SSEI

beta2_pH

15

3

-5.974

-6.259

-14.976

-0.669

1.491

3.854

0.074

SSEI

beta2_pH

15

4

-8.937

-7.558

-22.890

-0.449

1.284

6.274

-0.220

SSEI

beta3_pH

15

4

39.591

40.555

30.952

42.725

1.661

2.906

-0.332

SSEI

beta5_pH

15

4

-3.372

-3.416

-4.082

-2.559

1.182

0.387

0.114

SSEI

beta4_pelagic

15

-1.389

-1.389

-1.797

-0.987

1.101

0.210

0.000

SSEI

beta5_pelagic

15

2.721

2.680

2.171

3.337

1.542

0.290

0.141

SSEI

beta5_dsr

15

-1.895

-1.890

-2.465

-1.437

1.103

0.244

-0.020

SSEI

beta0_pH

16

1

0.133

0.102

-0.513

0.862

1.224

0.332

0.093

SSEO

beta0_pH

16

4

1.517

1.295

0.496

3.109

2.648

0.761

0.292

SSEO

beta0_pH

16

5

1.286

1.265

0.572

2.206

1.135

0.415

0.051

SSEO

beta1_pH

16

4

1.843

2.106

0.000

3.233

2.825

0.990

-0.266

SSEO

beta2_pH

16

1

1.022

0.708

0.315

3.493

1.135

0.806

0.390

SSEO

beta2_pH

16

3

-6.514

-5.963

-15.397

-1.264

1.524

3.925

-0.140

SSEO

beta2_pH

16

4

-9.083

-7.715

-22.973

-0.490

1.291

6.258

-0.219

SSEO

beta3_pH

16

4

40.361

40.761

33.365

42.493

1.396

1.953

-0.205

SSEO

beta4_pH

16

43

0.901

0.862

0.470

1.574

1.118

0.277

0.141

SSEO

beta0_pelagic

16

-0.331

-0.342

-0.675

0.073

1.125

0.200

0.055

SSEO

beta1_pelagic

16

1.669

1.678

1.074

2.311

1.136

0.301

-0.030

SSEO

tau_beta0_pH

2

3

2.775

0.953

0.082

19.025

1.336

7.147

0.255

NG

mu_beta1_pH

2

3

2.824

2.613

0.873

6.163

1.257

1.488

0.142

NG

tau_beta1_pH

2

1

22.114

12.217

0.358

86.220

1.103

24.100

0.411

NG

tau_beta1_pH

2

3

14.302

4.896

0.096

81.610

1.126

20.999

0.448

NG

mu_beta2_pH

2

1

3.404

2.200

0.187

12.170

1.311

3.424

0.352

NG

beta0_pH

2

1

1.176

1.175

0.857

1.548

1.108

0.171

0.006

NG

beta3_pH

2

1

33.791

33.249

28.721

40.476

1.267

2.375

0.228

NG

beta0_pelagic

2

1.483

1.479

1.229

1.817

1.407

0.142

0.028

NG

beta4_pelagic

2

-0.225

-0.228

-0.589

0.141

1.132

0.183

0.016

NG

beta1_yellow

2

1.041

0.971

0.453

2.791

1.288

0.476

0.147

NG

beta3_yellow

2

28.914

28.903

21.354

33.402

1.226

2.377

0.005

NG

mu_beta0_pH

3

1

0.250

0.228

-0.337

0.883

1.212

0.321

0.069

PWSI

mu_beta0_pH

3

4

1.136

1.063

0.114

2.506

1.703

0.613

0.119

PWSI

tau_beta0_pH

3

4

10.448

2.924

0.167

72.701

1.213

17.827

0.422

PWSI

mu_beta1_pH

3

1

2.728

2.735

1.843

3.701

1.264

0.479

-0.015

PWSI

mu_beta1_pH

3

4

1.101

1.105

0.001

2.915

1.634

0.898

-0.004

PWSI

tau_beta1_pH

3

4

1.973

0.854

0.045

9.313

1.222

3.929

0.285

PWSI

mu_beta2_pH

3

1

2.241

0.937

0.281

13.087

1.279

3.308

0.394

PWSI

mu_beta2_pH

3

3

-5.303

-4.775

-13.958

-0.314

1.394

3.823

-0.138

PWSI

mu_beta2_pH

3

4

-7.896

-7.292

-23.150

8.566

1.315

7.835

-0.077

PWSI

beta1_pH

3

1

1.427

1.362

0.742

2.694

1.141

0.455

0.143

PWSI

beta2_pH

3

1

1.187

0.744

0.133

3.899

1.491

1.088

0.407

PWSI

beta3_pH

3

1

33.705

33.293

29.195

40.341

1.200

2.517

0.164

PWSI

beta0_pelagic

3

0.255

0.296

-0.397

0.718

1.329

0.280

-0.146

PWSI

beta1_pelagic

3

0.657

0.655

0.028

1.451

1.359

0.352

0.006

PWSI

beta2_pelagic

3

4.979

2.122

0.126

19.590

1.389

5.521

0.517

PWSI

beta3_pelagic

3

28.288

28.385

21.163

35.345

1.151

3.516

-0.028

PWSI

beta0_pH

4

1

1.402

1.419

0.893

1.785

1.138

0.230

-0.074

PWSO

beta1_pH

4

1

1.574

1.527

1.014

2.431

1.116

0.349

0.135

PWSO

beta2_pH

4

1

1.239

0.809

0.189

3.881

1.278

1.068

0.403

PWSO

beta3_pH

4

1

31.665

31.461

27.849

35.527

1.193

2.013

0.101

PWSO

beta0_pelagic

4

0.147

0.109

-0.613

0.902

1.106

0.405

0.094

PWSO

beta1_pelagic

4

0.940

0.987

0.229

1.748

1.187

0.411

-0.114

PWSO

beta5_pelagic

4

1.409

1.399

0.810

1.973

1.134

0.289

0.035

PWSO

beta1_pH

5

1

1.922

1.868

1.176

2.939

1.190

0.475

0.114

BSAI

beta2_pH

5

1

3.947

2.797

0.276

13.573

1.220

3.754

0.306

BSAI

beta4_pH

5

36

0.431

0.307

0.061

1.409

1.159

0.641

0.193

BSAI

beta0_pH

6

1

-0.244

-0.196

-1.026

0.194

1.260

0.295

-0.163

SOKO2SAP

beta1_pH

6

1

1.678

1.542

0.928

3.087

1.184

0.547

0.248

SOKO2SAP

beta2_pH

6

1

3.123

1.420

0.176

13.286

1.358

3.775

0.451

SOKO2SAP

beta3_pH

6

1

33.976

33.762

28.853

40.107

1.194

2.519

0.085

SOKO2SAP

beta4_black

6

0.937

0.519

-0.862

4.952

1.117

2.094

0.200

SOKO2SAP

beta5_pH

7

1

1.458

1.463

0.767

2.126

1.156

0.357

-0.014

WKMA

beta4_black

7

0.768

0.430

-1.027

4.248

1.124

1.937

0.174

WKMA

beta0_pH

8

1

-0.401

-0.373

-1.027

0.077

1.255

0.277

-0.101

afognak

beta1_pH

8

1

1.996

1.820

1.144

3.840

1.356

0.685

0.257

afognak

beta2_pH

8

1

3.130

1.519

0.176

13.207

1.263

3.763

0.428

afognak

beta3_pH

8

1

35.772

37.105

28.123

41.139

3.246

3.771

-0.353

afognak

beta5_pH

8

1

2.399

2.373

1.777

3.208

1.113

0.358

0.073

afognak

beta0_black

8

0.983

0.974

0.487

1.532

1.147

0.268

0.034

afognak

beta_H

8

1

2.045

1.278

-2.636

18.075

1.179

6.659

0.115

afognak

beta_H

8

2

2.852

3.147

-2.678

4.258

1.138

1.671

-0.177

afognak

beta_H

8

3

5.355

5.215

4.685

7.652

1.135

0.746

0.188

afognak

beta0_H

8

5.968

6.691

-27.274

37.101

1.187

52.006

-0.014

afognak

beta0_pH

9

1

-0.105

-0.105

-0.753

0.428

1.128

0.305

0.000

eastside

beta0_pH

9

3

-0.496

-0.458

-1.834

0.458

1.562

0.629

-0.060

eastside

beta1_pH

9

1

1.584

1.499

0.952

3.276

1.272

0.493

0.172

eastside

beta1_pH

9

3

2.601

2.590

1.481

4.381

1.963

0.865

0.013

eastside

beta2_pH

9

1

3.462

2.092

0.161

12.066

1.244

3.597

0.381

eastside

beta3_pH

9

1

31.390

31.262

26.555

36.263

2.068

2.554

0.050

eastside

lambda_H

15

0.030

0.017

0.004

0.115

1.162

0.102

0.127

SSEI

logbc_H

4

30

0.288

0.307

-0.225

0.575

1.123

0.186

-0.102

PWSO

pG

4

30

0.848

0.870

0.508

0.971

1.200

0.102

-0.215

PWSO

Table Xc. Summary statistics describing the characteristics of the derived harvest and release estimates that are not converged relative to an Rhat of 1.01.

Statistic

non.BSAI.SOKO.Harv

BSAI.SOKO.Harv

non.BSAI.SOKO.Rel

BSAI.SOKO.Rel

n unconverged at Rhat = 1.01

1,974.00

277.00

2,251.00

412.00

Prop. of total

0.88

0.12

0.85

0.15

Prop. median less than 1

0.11

0.22

0.19

0.53

Prop. median less than 10

0.16

0.55

0.35

0.73

Prop. median less than 50

0.26

0.71

0.49

0.79

Median of the median values

476.21

7.34

53.40

0.82

Mean of the median values

1,497.19

518.35

493.88

183.40

Mean skew of posteriors

0.19

0.29

0.25

0.22

Table Xd. Summary statistics describing the characteristics of the derived harvest and release estimates that are not converged relative to an Rhat of 1.1.

Statistic

non.BSAI.SOKO.Harv

BSAI.SOKO.Harv

non.BSAI.SOKO.Rel

BSAI.SOKO.Rel

n unconverged at Rhat = 1.1

95.00

10.00

237.00

97.00

Prop. of total

0.90

0.10

0.71

0.29

Prop. median less than 1

0.12

0.70

0.62

0.92

Prop. median less than 10

0.16

1.00

0.74

1.00

Prop. median less than 50

0.18

1.00

0.78

1.00

Median of the median values

428.42

0.73

0.24

0.09

Mean of the median values

1,053.92

0.96

384.28

0.38

Mean skew of posteriors

0.18

0.23

0.15

0.09

Table Xe. All parameters and derived quantities that are not converged relative to an Rhat of 1.1.

variable

Freq

beta_H

3

beta0_black

1

beta0_H

1

beta0_pelagic

6

beta0_pH

17

beta1_pelagic

6

beta1_pH

20

beta1_yellow

1

beta2_pelagic

3

beta2_pH

25

beta3_pelagic

3

beta3_pH

16

beta3_yellow

1

beta4_black

2

beta4_pelagic

2

beta4_pH

2

beta5_dsr

1

beta5_pelagic

3

beta5_pH

4

beta5_yellow

1

Bp_ay

6

Bp_ayu

7

H_ay

4

H_ayg

4

H_ayu

3

Hb_ay

25

Hb_ayg

8

Hb_ayu

12

Hd_ay

12

Hd_ayg

3

Ho_ay

20

Ho_ayg

6

Ho_ayu

9

Hp_ay

26

Hp_ayg

9

Hp_ayu

12

Hs_ay

3

Hs_ayg

3

Hs_ayu

1

Hy_ay

3

Hy_ayg

4

Hy_ayu

6

lambda_H

1

logbc_H

1

mu_beta0_pH

2

mu_beta1_pH

3

mu_beta2_pH

5

p_black

1

p_dsr

2

p_pelagic

65

p_slope

3

p_yellow

2

pG

1

pH

77

R_ay

56

R_ayg

12

R_ayu

67

Rb_ay

14

Rb_ayg

11

Rb_ayu

5

Rd_ay

19

Rd_ayg

31

Rd_ayu

16

re_black

5

re_dsr

2

re_pelagic

118

re_pH

201

re_slope

3

re_yellow

2

Ro_ay

85

Ro_ayg

36

Ro_ayu

114

Rp_ay

13

Rp_ayg

11

Rp_ayu

4

Rs_ay

39

Rs_ayg

47

Rs_ayu

50

Ry_ay

91

Ry_ayg

8

Ry_ayu

102

sd_pH

1

tau_beta0_pH

2

tau_beta1_pH

2

tau_pH

1

Parameter estimates:

Summary Table of Parameter Estimates
Parameter mean sd Lower_CI Median Upper_CI
mu_bc_H[1] -0.046 0.071 -0.177 -0.050 0.106
mu_bc_H[2] 0.078 0.054 -0.021 0.075 0.193
mu_bc_H[3] -0.389 0.060 -0.508 -0.389 -0.269
mu_bc_H[4] -0.958 0.190 -1.353 -0.953 -0.589
mu_bc_H[5] 0.655 0.661 -0.221 0.545 2.298
mu_bc_H[6] -2.314 0.275 -2.851 -2.322 -1.739
mu_bc_H[7] -0.465 0.104 -0.671 -0.466 -0.264
mu_bc_H[8] 0.231 0.347 -0.349 0.197 0.999
mu_bc_H[9] -0.292 0.129 -0.541 -0.293 -0.032
mu_bc_H[10] -0.087 0.067 -0.216 -0.087 0.046
mu_bc_H[11] -0.115 0.033 -0.181 -0.114 -0.049
mu_bc_H[12] -0.245 0.107 -0.474 -0.240 -0.047
mu_bc_H[13] -0.098 0.073 -0.237 -0.099 0.054
mu_bc_H[14] -0.244 0.091 -0.427 -0.241 -0.076
mu_bc_H[15] -0.329 0.049 -0.425 -0.329 -0.233
mu_bc_H[16] -0.323 0.375 -0.987 -0.345 0.474
mu_bc_R[1] 1.040 0.132 0.785 1.038 1.294
mu_bc_R[2] 1.020 0.072 0.877 1.020 1.166
mu_bc_R[3] 0.330 0.075 0.181 0.328 0.483
mu_bc_R[4] 0.634 0.208 0.216 0.640 1.023
mu_bc_R[5] 1.360 0.355 0.667 1.359 2.072
mu_bc_R[6] -1.408 0.336 -2.075 -1.410 -0.737
mu_bc_R[7] 0.456 0.155 0.159 0.454 0.772
mu_bc_R[8] 0.624 0.150 0.338 0.621 0.922
mu_bc_R[9] 0.439 0.174 0.083 0.451 0.757
mu_bc_R[10] 1.268 0.112 1.035 1.271 1.478
mu_bc_R[11] 1.164 0.071 1.022 1.164 1.300
mu_bc_R[12] 0.824 0.175 0.481 0.825 1.166
mu_bc_R[13] 0.916 0.088 0.743 0.915 1.085
mu_bc_R[14] 0.888 0.123 0.647 0.889 1.127
mu_bc_R[15] 0.823 0.109 0.603 0.821 1.039
mu_bc_R[16] 1.420 0.108 1.213 1.416 1.635
tau_pH[1] 1.768 0.129 1.527 1.761 2.036
tau_pH[2] 1.230 0.126 1.007 1.224 1.496
tau_pH[3] 1.162 0.110 0.960 1.158 1.389
tau_pH[4] 1.418 0.235 0.985 1.417 1.891
tau_pH[5] 0.406 0.072 0.278 0.401 0.564
beta0_pH[1,1] 0.604 0.184 0.247 0.602 0.952
beta0_pH[2,1] 1.176 0.171 0.857 1.175 1.548
beta0_pH[3,1] 1.000 0.182 0.597 1.008 1.344
beta0_pH[4,1] 1.402 0.230 0.893 1.419 1.785
beta0_pH[5,1] -0.446 0.366 -1.232 -0.424 0.212
beta0_pH[6,1] -0.244 0.295 -1.026 -0.196 0.194
beta0_pH[7,1] 0.713 0.170 0.394 0.717 1.035
beta0_pH[8,1] -0.401 0.277 -1.027 -0.373 0.077
beta0_pH[9,1] -0.105 0.305 -0.753 -0.105 0.428
beta0_pH[10,1] 0.796 0.220 0.375 0.815 1.182
beta0_pH[11,1] 0.395 0.422 -0.681 0.456 1.030
beta0_pH[12,1] 0.613 0.257 0.098 0.621 1.104
beta0_pH[13,1] 0.221 0.239 -0.295 0.202 0.682
beta0_pH[14,1] -0.161 0.247 -0.657 -0.133 0.299
beta0_pH[15,1] 0.323 0.492 -0.966 0.302 1.146
beta0_pH[16,1] 0.133 0.332 -0.513 0.102 0.862
beta0_pH[1,2] 2.578 0.261 2.045 2.587 3.050
beta0_pH[2,2] 2.857 0.170 2.534 2.852 3.191
beta0_pH[3,2] 3.155 0.189 2.801 3.153 3.532
beta0_pH[4,2] 3.184 0.184 2.847 3.179 3.570
beta0_pH[5,2] 4.416 1.285 2.640 4.176 7.697
beta0_pH[6,2] 3.339 0.284 2.789 3.336 3.902
beta0_pH[7,2] 1.981 0.267 1.448 1.991 2.484
beta0_pH[8,2] 2.853 0.241 2.388 2.851 3.321
beta0_pH[9,2] 3.986 0.324 3.377 3.982 4.637
beta0_pH[10,2] 3.822 0.271 3.285 3.825 4.360
beta0_pH[11,2] 2.699 0.180 2.359 2.698 3.050
beta0_pH[12,2] 1.756 0.233 1.299 1.753 2.220
beta0_pH[13,2] 2.443 0.217 2.018 2.445 2.866
beta0_pH[14,2] 1.658 0.189 1.291 1.658 2.032
beta0_pH[15,2] 2.926 0.179 2.579 2.922 3.284
beta0_pH[16,2] 2.635 0.233 2.200 2.627 3.110
beta0_pH[1,3] 1.382 0.265 0.854 1.387 1.890
beta0_pH[2,3] 1.574 0.154 1.281 1.572 1.884
beta0_pH[3,3] 2.012 0.157 1.709 2.013 2.324
beta0_pH[4,3] 2.689 0.184 2.332 2.685 3.042
beta0_pH[5,3] 1.960 1.211 0.408 1.695 5.071
beta0_pH[6,3] 1.112 0.410 0.394 1.091 1.974
beta0_pH[7,3] 0.546 0.240 0.098 0.541 1.039
beta0_pH[8,3] 0.347 0.245 -0.124 0.349 0.836
beta0_pH[9,3] -0.496 0.629 -1.834 -0.458 0.458
beta0_pH[10,3] 0.374 0.439 -0.645 0.411 1.176
beta0_pH[11,3] 0.834 0.593 -0.388 0.872 2.066
beta0_pH[12,3] 1.065 0.683 -0.475 1.133 2.241
beta0_pH[13,3] 0.879 0.496 -0.243 0.912 1.781
beta0_pH[14,3] 0.499 0.580 -0.723 0.521 1.585
beta0_pH[15,3] 0.515 0.498 -0.693 0.545 1.406
beta0_pH[16,3] 1.025 0.663 -0.347 1.039 2.327
beta0_pH[11,4] 1.374 0.549 0.480 1.284 2.430
beta0_pH[12,4] 1.552 0.978 -0.065 1.377 3.467
beta0_pH[13,4] 0.976 0.465 0.015 0.981 1.828
beta0_pH[14,4] 0.500 0.462 -0.506 0.543 1.290
beta0_pH[15,4] 0.984 0.435 -0.096 1.003 1.670
beta0_pH[16,4] 1.517 0.761 0.496 1.295 3.109
beta0_pH[11,5] 3.215 0.390 2.442 3.212 3.993
beta0_pH[12,5] -0.077 0.562 -1.079 -0.101 1.120
beta0_pH[13,5] 4.136 0.671 2.878 4.135 5.468
beta0_pH[14,5] 3.370 0.874 1.885 3.301 5.284
beta0_pH[15,5] 2.745 0.364 2.002 2.759 3.423
beta0_pH[16,5] 1.286 0.415 0.572 1.265 2.206
beta1_pH[1,1] 1.932 0.371 1.262 1.908 2.689
beta1_pH[2,1] 1.156 0.269 0.650 1.155 1.738
beta1_pH[3,1] 1.427 0.455 0.742 1.362 2.694
beta1_pH[4,1] 1.574 0.349 1.014 1.527 2.431
beta1_pH[5,1] 1.922 0.475 1.176 1.868 2.939
beta1_pH[6,1] 1.678 0.547 0.928 1.542 3.087
beta1_pH[7,1] 0.000 0.000 0.000 0.000 0.000
beta1_pH[8,1] 1.996 0.685 1.144 1.820 3.840
beta1_pH[9,1] 1.584 0.493 0.952 1.499 3.276
beta1_pH[10,1] 1.604 0.358 1.024 1.553 2.512
beta1_pH[11,1] 3.081 0.785 2.033 2.918 5.094
beta1_pH[12,1] 2.756 0.323 2.105 2.771 3.355
beta1_pH[13,1] 2.435 0.367 1.811 2.399 3.249
beta1_pH[14,1] 2.917 0.356 2.253 2.894 3.674
beta1_pH[15,1] 2.423 0.898 1.168 2.298 4.926
beta1_pH[16,1] 2.991 0.433 2.218 2.998 3.922
beta1_pH[1,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[2,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[3,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[4,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[5,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[6,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[7,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[8,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[9,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[10,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[11,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[12,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[13,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[14,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[15,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[16,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[1,3] 1.324 0.937 0.015 1.311 3.142
beta1_pH[2,3] 0.000 0.000 0.000 0.000 0.000
beta1_pH[3,3] 0.000 0.000 0.000 0.000 0.000
beta1_pH[4,3] 0.000 0.000 0.000 0.000 0.000
beta1_pH[5,3] 0.000 0.000 0.000 0.000 0.000
beta1_pH[6,3] 0.000 0.000 0.000 0.000 0.000
beta1_pH[7,3] 0.000 0.000 0.000 0.000 0.000
beta1_pH[8,3] 3.200 0.794 1.607 3.189 4.760
beta1_pH[9,3] 2.601 0.865 1.481 2.590 4.381
beta1_pH[10,3] 3.358 0.844 2.194 3.233 5.303
beta1_pH[11,3] 2.345 0.750 1.227 2.256 4.113
beta1_pH[12,3] 3.262 0.742 2.025 3.196 4.970
beta1_pH[13,3] 2.615 0.536 1.660 2.567 3.859
beta1_pH[14,3] 2.557 0.771 1.249 2.492 4.311
beta1_pH[15,3] 2.367 0.561 1.423 2.321 3.610
beta1_pH[16,3] 3.609 0.745 2.259 3.574 5.157
beta1_pH[11,4] 0.991 0.598 0.000 1.131 1.856
beta1_pH[12,4] 2.145 1.144 0.000 2.389 3.975
beta1_pH[13,4] 0.604 0.455 0.000 0.592 1.499
beta1_pH[14,4] 2.120 0.520 1.177 2.093 3.211
beta1_pH[15,4] 0.593 0.492 0.000 0.545 1.795
beta1_pH[16,4] 1.843 0.990 0.000 2.106 3.233
beta1_pH[11,5] 0.000 0.000 0.000 0.000 0.000
beta1_pH[12,5] 0.000 0.000 0.000 0.000 0.000
beta1_pH[13,5] 0.000 0.000 0.000 0.000 0.000
beta1_pH[14,5] 0.000 0.000 0.000 0.000 0.000
beta1_pH[15,5] 0.000 0.000 0.000 0.000 0.000
beta1_pH[16,5] 0.000 0.000 0.000 0.000 0.000
beta2_pH[1,1] 1.481 1.000 0.390 1.114 3.880
beta2_pH[2,1] 1.297 1.028 0.245 0.935 3.865
beta2_pH[3,1] 1.187 1.088 0.133 0.744 3.899
beta2_pH[4,1] 1.239 1.068 0.189 0.809 3.881
beta2_pH[5,1] 3.947 3.754 0.276 2.797 13.573
beta2_pH[6,1] 3.123 3.775 0.176 1.420 13.286
beta2_pH[7,1] 0.000 0.000 0.000 0.000 0.000
beta2_pH[8,1] 3.130 3.763 0.176 1.519 13.207
beta2_pH[9,1] 3.462 3.597 0.161 2.092 12.066
beta2_pH[10,1] 3.507 3.658 0.355 2.146 13.403
beta2_pH[11,1] 0.919 0.916 0.149 0.513 3.472
beta2_pH[12,1] 1.599 0.902 0.551 1.301 3.799
beta2_pH[13,1] 1.281 0.861 0.441 0.952 3.635
beta2_pH[14,1] 1.222 0.739 0.442 1.002 3.577
beta2_pH[15,1] 0.753 0.882 0.078 0.410 3.544
beta2_pH[16,1] 1.022 0.806 0.315 0.708 3.493
beta2_pH[1,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[2,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[3,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[4,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[5,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[6,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[7,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[8,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[9,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[10,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[11,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[12,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[13,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[14,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[15,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[16,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[1,3] 7.053 7.866 -11.260 6.273 23.710
beta2_pH[2,3] 0.000 0.000 0.000 0.000 0.000
beta2_pH[3,3] 0.000 0.000 0.000 0.000 0.000
beta2_pH[4,3] 0.000 0.000 0.000 0.000 0.000
beta2_pH[5,3] 0.000 0.000 0.000 0.000 0.000
beta2_pH[6,3] 0.000 0.000 0.000 0.000 0.000
beta2_pH[7,3] 0.000 0.000 0.000 0.000 0.000
beta2_pH[8,3] 8.601 5.032 1.303 7.680 19.383
beta2_pH[9,3] 7.912 5.394 0.450 6.870 19.372
beta2_pH[10,3] 7.225 5.711 0.353 6.252 19.301
beta2_pH[11,3] -5.105 4.343 -15.981 -4.041 -0.168
beta2_pH[12,3] -5.957 4.247 -15.986 -5.309 -0.653
beta2_pH[13,3] -5.796 4.071 -15.683 -4.965 -0.853
beta2_pH[14,3] -5.591 4.152 -15.337 -4.867 -0.376
beta2_pH[15,3] -5.974 3.854 -14.976 -6.259 -0.669
beta2_pH[16,3] -6.514 3.925 -15.397 -5.963 -1.264
beta2_pH[11,4] -8.897 6.405 -23.035 -7.526 -0.456
beta2_pH[12,4] -8.901 6.370 -22.662 -7.760 -0.518
beta2_pH[13,4] -9.216 6.456 -22.748 -7.675 -0.559
beta2_pH[14,4] -8.769 6.282 -22.961 -7.270 -0.989
beta2_pH[15,4] -8.937 6.274 -22.890 -7.558 -0.449
beta2_pH[16,4] -9.083 6.258 -22.973 -7.715 -0.490
beta2_pH[11,5] 0.000 0.000 0.000 0.000 0.000
beta2_pH[12,5] 0.000 0.000 0.000 0.000 0.000
beta2_pH[13,5] 0.000 0.000 0.000 0.000 0.000
beta2_pH[14,5] 0.000 0.000 0.000 0.000 0.000
beta2_pH[15,5] 0.000 0.000 0.000 0.000 0.000
beta2_pH[16,5] 0.000 0.000 0.000 0.000 0.000
beta3_pH[1,1] 34.845 1.076 32.801 34.853 37.116
beta3_pH[2,1] 33.791 2.375 28.721 33.249 40.476
beta3_pH[3,1] 33.705 2.517 29.195 33.293 40.341
beta3_pH[4,1] 31.665 2.013 27.849 31.461 35.527
beta3_pH[5,1] 27.868 1.643 26.008 27.610 33.220
beta3_pH[6,1] 33.976 2.519 28.853 33.762 40.107
beta3_pH[7,1] 25.000 0.000 25.000 25.000 25.000
beta3_pH[8,1] 35.772 3.771 28.123 37.105 41.139
beta3_pH[9,1] 31.390 2.554 26.555 31.262 36.263
beta3_pH[10,1] 33.578 1.535 30.621 33.634 36.404
beta3_pH[11,1] 32.658 1.509 29.404 32.531 35.599
beta3_pH[12,1] 30.632 0.563 29.483 30.656 31.691
beta3_pH[13,1] 33.068 1.062 30.759 33.066 35.094
beta3_pH[14,1] 32.080 0.709 30.986 31.979 33.812
beta3_pH[15,1] 30.825 1.290 29.063 30.738 33.893
beta3_pH[16,1] 30.437 0.769 29.200 30.334 32.093
beta3_pH[1,2] 33.403 4.839 25.438 33.282 41.582
beta3_pH[2,2] 33.628 4.921 25.479 33.689 41.543
beta3_pH[3,2] 29.950 6.993 18.550 29.909 41.379
beta3_pH[4,2] 30.058 6.906 18.538 30.305 41.488
beta3_pH[5,2] 30.120 6.900 18.629 29.993 41.452
beta3_pH[6,2] 30.017 6.944 18.608 29.989 41.383
beta3_pH[7,2] 25.000 0.000 25.000 25.000 25.000
beta3_pH[8,2] 25.000 0.000 25.000 25.000 25.000
beta3_pH[9,2] 25.000 0.000 25.000 25.000 25.000
beta3_pH[10,2] 25.000 0.000 25.000 25.000 25.000
beta3_pH[11,2] 24.000 0.000 24.000 24.000 24.000
beta3_pH[12,2] 24.000 0.000 24.000 24.000 24.000
beta3_pH[13,2] 24.000 0.000 24.000 24.000 24.000
beta3_pH[14,2] 24.000 0.000 24.000 24.000 24.000
beta3_pH[15,2] 24.000 0.000 24.000 24.000 24.000
beta3_pH[16,2] 24.000 0.000 24.000 24.000 24.000
beta3_pH[1,3] 38.279 3.970 26.651 40.194 41.767
beta3_pH[2,3] 33.531 4.909 25.349 33.496 41.575
beta3_pH[3,3] 30.054 6.876 18.570 30.148 41.312
beta3_pH[4,3] 29.955 6.992 18.567 29.884 41.414
beta3_pH[5,3] 25.000 0.000 25.000 25.000 25.000
beta3_pH[6,3] 25.000 0.000 25.000 25.000 25.000
beta3_pH[7,3] 25.000 0.000 25.000 25.000 25.000
beta3_pH[8,3] 41.454 0.435 40.444 41.508 41.949
beta3_pH[9,3] 33.468 0.931 30.773 33.589 34.870
beta3_pH[10,3] 35.900 1.098 33.233 36.024 38.054
beta3_pH[11,3] 40.443 2.100 31.974 40.775 42.765
beta3_pH[12,3] 40.782 1.307 38.532 40.667 42.787
beta3_pH[13,3] 40.551 0.843 39.105 40.552 42.135
beta3_pH[14,3] 38.988 2.053 33.127 39.400 41.698
beta3_pH[15,3] 40.498 0.815 38.448 40.588 41.863
beta3_pH[16,3] 41.951 0.432 41.034 42.002 42.736
beta3_pH[11,4] 39.757 2.809 30.848 40.497 42.823
beta3_pH[12,4] 40.488 2.617 31.403 40.863 42.832
beta3_pH[13,4] 39.737 3.389 30.150 41.046 42.845
beta3_pH[14,4] 40.486 0.673 39.069 40.564 41.692
beta3_pH[15,4] 39.591 2.906 30.952 40.555 42.725
beta3_pH[16,4] 40.361 1.953 33.365 40.761 42.493
beta3_pH[11,5] 25.000 0.000 25.000 25.000 25.000
beta3_pH[12,5] 25.000 0.000 25.000 25.000 25.000
beta3_pH[13,5] 25.000 0.000 25.000 25.000 25.000
beta3_pH[14,5] 25.000 0.000 25.000 25.000 25.000
beta3_pH[15,5] 25.000 0.000 25.000 25.000 25.000
beta3_pH[16,5] 25.000 0.000 25.000 25.000 25.000
beta4_pH[1,1,1] 0.641 0.209 0.243 0.635 1.069
beta4_pH[2,1,1] 0.738 0.095 0.547 0.737 0.936
beta4_pH[3,1,1] 0.767 0.141 0.504 0.763 1.054
beta4_pH[4,1,1] 0.594 0.174 0.260 0.591 0.939
beta4_pH[5,1,1] 0.692 0.803 -0.684 0.643 2.373
beta4_pH[6,1,1] 1.708 2.341 -2.326 1.402 7.450
beta4_pH[7,1,1] 1.215 1.277 -0.926 1.070 4.143
beta4_pH[8,1,1] 0.837 0.620 -0.301 0.807 2.184
beta4_pH[9,1,1] 1.040 1.253 -1.079 0.921 3.856
beta4_pH[10,1,1] 0.732 0.224 0.308 0.725 1.216
beta4_pH[11,1,1] 0.627 0.194 0.246 0.624 1.027
beta4_pH[12,1,1] 0.649 0.291 0.125 0.635 1.276
beta4_pH[13,1,1] 0.700 0.181 0.361 0.697 1.072
beta4_pH[14,1,1] 0.783 0.224 0.344 0.778 1.257
beta4_pH[15,1,1] 0.873 0.171 0.531 0.869 1.223
beta4_pH[16,1,1] 1.257 0.637 0.063 1.243 2.555
beta4_pH[1,2,1] 0.644 0.209 0.217 0.642 1.062
beta4_pH[2,2,1] 0.736 0.093 0.556 0.731 0.935
beta4_pH[3,2,1] 0.760 0.138 0.485 0.755 1.044
beta4_pH[4,2,1] 0.590 0.169 0.249 0.587 0.930
beta4_pH[5,2,1] 0.705 0.852 -0.708 0.644 2.443
beta4_pH[6,2,1] 1.643 2.427 -2.818 1.422 7.298
beta4_pH[7,2,1] 1.208 1.247 -0.831 1.084 3.793
beta4_pH[8,2,1] 0.832 0.600 -0.297 0.786 2.142
beta4_pH[9,2,1] 1.049 1.219 -1.037 0.924 3.743
beta4_pH[10,2,1] 0.731 0.224 0.302 0.722 1.214
beta4_pH[11,2,1] 0.630 0.198 0.245 0.628 1.031
beta4_pH[12,2,1] 0.653 0.294 0.084 0.642 1.284
beta4_pH[13,2,1] 0.701 0.182 0.349 0.695 1.064
beta4_pH[14,2,1] 0.791 0.222 0.360 0.782 1.254
beta4_pH[15,2,1] 0.876 0.170 0.552 0.869 1.227
beta4_pH[16,2,1] 1.251 0.637 -0.019 1.222 2.575
beta4_pH[1,3,1] 0.641 0.207 0.230 0.637 1.065
beta4_pH[2,3,1] 0.733 0.096 0.537 0.733 0.927
beta4_pH[3,3,1] 0.763 0.144 0.484 0.758 1.063
beta4_pH[4,3,1] 0.590 0.170 0.263 0.585 0.946
beta4_pH[5,3,1] 0.754 0.811 -0.664 0.690 2.537
beta4_pH[6,3,1] 1.664 2.324 -2.495 1.420 7.226
beta4_pH[7,3,1] 1.162 1.241 -0.979 1.052 3.887
beta4_pH[8,3,1] 0.851 0.613 -0.223 0.795 2.198
beta4_pH[9,3,1] 1.019 1.170 -1.121 0.910 3.765
beta4_pH[10,3,1] 0.739 0.228 0.299 0.732 1.221
beta4_pH[11,3,1] 0.629 0.200 0.232 0.627 1.043
beta4_pH[12,3,1] 0.652 0.290 0.086 0.641 1.245
beta4_pH[13,3,1] 0.698 0.177 0.347 0.698 1.059
beta4_pH[14,3,1] 0.792 0.219 0.353 0.785 1.237
beta4_pH[15,3,1] 0.872 0.170 0.531 0.871 1.207
beta4_pH[16,3,1] 1.230 0.613 0.057 1.221 2.425
beta4_pH[1,4,1] 0.646 0.209 0.251 0.640 1.074
beta4_pH[2,4,1] 0.734 0.093 0.558 0.733 0.920
beta4_pH[3,4,1] 0.764 0.142 0.485 0.762 1.055
beta4_pH[4,4,1] 0.595 0.169 0.272 0.589 0.954
beta4_pH[5,4,1] 0.749 0.889 -0.654 0.682 2.457
beta4_pH[6,4,1] 1.680 2.286 -2.640 1.466 6.753
beta4_pH[7,4,1] 1.218 1.278 -1.001 1.073 4.212
beta4_pH[8,4,1] 0.865 0.590 -0.170 0.820 2.221
beta4_pH[9,4,1] 1.002 1.212 -1.182 0.889 3.768
beta4_pH[10,4,1] 0.732 0.219 0.308 0.723 1.204
beta4_pH[11,4,1] 0.630 0.193 0.269 0.624 1.030
beta4_pH[12,4,1] 0.659 0.292 0.103 0.651 1.261
beta4_pH[13,4,1] 0.708 0.175 0.367 0.707 1.079
beta4_pH[14,4,1] 0.788 0.223 0.361 0.782 1.238
beta4_pH[15,4,1] 0.880 0.166 0.561 0.873 1.224
beta4_pH[16,4,1] 1.235 0.624 0.034 1.214 2.563
beta4_pH[1,5,1] 0.647 0.208 0.249 0.644 1.074
beta4_pH[2,5,1] 0.735 0.096 0.550 0.734 0.928
beta4_pH[3,5,1] 0.768 0.145 0.489 0.766 1.057
beta4_pH[4,5,1] 0.591 0.167 0.270 0.583 0.939
beta4_pH[5,5,1] 0.746 0.851 -0.565 0.653 2.541
beta4_pH[6,5,1] 1.666 2.301 -2.523 1.430 7.220
beta4_pH[7,5,1] 1.207 1.270 -0.908 1.059 3.965
beta4_pH[8,5,1] 0.861 0.627 -0.263 0.805 2.304
beta4_pH[9,5,1] 1.032 1.201 -1.083 0.916 3.800
beta4_pH[10,5,1] 0.741 0.223 0.323 0.731 1.209
beta4_pH[11,5,1] 0.625 0.200 0.240 0.626 1.032
beta4_pH[12,5,1] 0.649 0.288 0.120 0.637 1.256
beta4_pH[13,5,1] 0.701 0.179 0.359 0.697 1.075
beta4_pH[14,5,1] 0.781 0.220 0.364 0.770 1.240
beta4_pH[15,5,1] 0.873 0.168 0.546 0.872 1.232
beta4_pH[16,5,1] 1.230 0.624 0.019 1.206 2.502
beta4_pH[1,6,1] 0.645 0.209 0.238 0.643 1.058
beta4_pH[2,6,1] 0.735 0.093 0.558 0.733 0.924
beta4_pH[3,6,1] 0.765 0.144 0.485 0.763 1.070
beta4_pH[4,6,1] 0.596 0.173 0.261 0.594 0.951
beta4_pH[5,6,1] 0.728 0.852 -0.716 0.665 2.666
beta4_pH[6,6,1] 1.646 2.304 -2.581 1.425 7.215
beta4_pH[7,6,1] 1.185 1.242 -0.992 1.073 3.928
beta4_pH[8,6,1] 0.845 0.631 -0.315 0.804 2.219
beta4_pH[9,6,1] 1.040 1.191 -1.058 0.903 3.790
beta4_pH[10,6,1] 0.729 0.221 0.305 0.722 1.194
beta4_pH[11,6,1] 0.625 0.205 0.230 0.624 1.060
beta4_pH[12,6,1] 0.653 0.291 0.111 0.636 1.282
beta4_pH[13,6,1] 0.701 0.173 0.369 0.694 1.072
beta4_pH[14,6,1] 0.784 0.219 0.351 0.781 1.235
beta4_pH[15,6,1] 0.873 0.168 0.537 0.872 1.226
beta4_pH[16,6,1] 1.242 0.608 0.068 1.238 2.463
beta4_pH[1,7,1] 0.646 0.208 0.250 0.641 1.070
beta4_pH[2,7,1] 0.734 0.096 0.546 0.732 0.932
beta4_pH[3,7,1] 0.763 0.147 0.472 0.762 1.059
beta4_pH[4,7,1] 0.599 0.174 0.261 0.594 0.956
beta4_pH[5,7,1] 0.724 0.821 -0.683 0.657 2.423
beta4_pH[6,7,1] 1.739 2.318 -2.366 1.534 7.167
beta4_pH[7,7,1] 1.210 1.264 -0.924 1.059 4.057
beta4_pH[8,7,1] 0.838 0.607 -0.235 0.800 2.228
beta4_pH[9,7,1] 1.060 1.175 -1.058 0.934 3.905
beta4_pH[10,7,1] 0.733 0.226 0.288 0.729 1.203
beta4_pH[11,7,1] 0.625 0.206 0.215 0.621 1.051
beta4_pH[12,7,1] 0.662 0.295 0.126 0.643 1.291
beta4_pH[13,7,1] 0.702 0.180 0.357 0.695 1.089
beta4_pH[14,7,1] 0.786 0.221 0.361 0.783 1.243
beta4_pH[15,7,1] 0.876 0.162 0.561 0.870 1.207
beta4_pH[16,7,1] 1.238 0.623 0.051 1.229 2.529
beta4_pH[1,8,1] 0.641 0.207 0.238 0.638 1.067
beta4_pH[2,8,1] 0.738 0.095 0.561 0.735 0.930
beta4_pH[3,8,1] 0.767 0.147 0.472 0.765 1.066
beta4_pH[4,8,1] 0.589 0.167 0.261 0.587 0.928
beta4_pH[5,8,1] 0.739 0.801 -0.649 0.683 2.514
beta4_pH[6,8,1] 1.694 2.308 -2.554 1.423 7.215
beta4_pH[7,8,1] 1.225 1.199 -0.824 1.082 4.105
beta4_pH[8,8,1] 0.876 0.654 -0.265 0.830 2.278
beta4_pH[9,8,1] 1.031 1.185 -1.131 0.913 3.775
beta4_pH[10,8,1] 0.742 0.223 0.332 0.734 1.214
beta4_pH[11,8,1] 0.629 0.201 0.252 0.627 1.025
beta4_pH[12,8,1] 0.651 0.302 0.095 0.635 1.306
beta4_pH[13,8,1] 0.705 0.175 0.358 0.704 1.063
beta4_pH[14,8,1] 0.789 0.221 0.361 0.785 1.252
beta4_pH[15,8,1] 0.874 0.170 0.543 0.867 1.222
beta4_pH[16,8,1] 1.253 0.615 0.062 1.237 2.498
beta4_pH[1,9,1] 0.648 0.214 0.230 0.643 1.082
beta4_pH[2,9,1] 0.735 0.095 0.549 0.732 0.939
beta4_pH[3,9,1] 0.767 0.141 0.489 0.766 1.057
beta4_pH[4,9,1] 0.592 0.173 0.249 0.586 0.943
beta4_pH[5,9,1] 0.746 0.874 -0.641 0.687 2.416
beta4_pH[6,9,1] 1.673 2.412 -2.486 1.412 7.515
beta4_pH[7,9,1] 1.232 1.218 -0.928 1.072 3.987
beta4_pH[8,9,1] 0.855 0.598 -0.268 0.820 2.147
beta4_pH[9,9,1] 1.065 1.204 -1.086 0.937 3.792
beta4_pH[10,9,1] 0.735 0.221 0.328 0.729 1.168
beta4_pH[11,9,1] 0.627 0.199 0.250 0.626 1.041
beta4_pH[12,9,1] 0.646 0.294 0.076 0.640 1.269
beta4_pH[13,9,1] 0.704 0.178 0.356 0.698 1.073
beta4_pH[14,9,1] 0.786 0.222 0.358 0.783 1.252
beta4_pH[15,9,1] 0.869 0.168 0.541 0.869 1.204
beta4_pH[16,9,1] 1.250 0.617 0.044 1.246 2.492
beta4_pH[1,10,1] 0.645 0.208 0.239 0.641 1.071
beta4_pH[2,10,1] 0.732 0.096 0.543 0.730 0.924
beta4_pH[3,10,1] 0.766 0.142 0.496 0.763 1.055
beta4_pH[4,10,1] 0.594 0.168 0.272 0.592 0.935
beta4_pH[5,10,1] 0.716 0.862 -0.677 0.647 2.507
beta4_pH[6,10,1] 1.667 2.350 -2.529 1.419 7.192
beta4_pH[7,10,1] 1.175 1.268 -0.986 1.078 4.003
beta4_pH[8,10,1] 0.839 0.599 -0.286 0.806 2.101
beta4_pH[9,10,1] 1.049 1.200 -0.925 0.915 3.818
beta4_pH[10,10,1] 0.740 0.231 0.307 0.734 1.214
beta4_pH[11,10,1] 0.630 0.202 0.226 0.625 1.048
beta4_pH[12,10,1] 0.655 0.293 0.101 0.637 1.266
beta4_pH[13,10,1] 0.700 0.178 0.362 0.697 1.073
beta4_pH[14,10,1] 0.785 0.219 0.358 0.777 1.242
beta4_pH[15,10,1] 0.874 0.169 0.553 0.869 1.229
beta4_pH[16,10,1] 1.233 0.631 0.037 1.217 2.540
beta4_pH[1,11,1] 0.643 0.211 0.234 0.642 1.071
beta4_pH[2,11,1] 0.736 0.095 0.549 0.737 0.931
beta4_pH[3,11,1] 0.764 0.146 0.487 0.761 1.071
beta4_pH[4,11,1] 0.592 0.167 0.272 0.586 0.946
beta4_pH[5,11,1] 0.729 0.860 -0.684 0.663 2.505
beta4_pH[6,11,1] 1.680 2.375 -2.527 1.431 6.930
beta4_pH[7,11,1] 1.200 1.249 -0.946 1.063 4.040
beta4_pH[8,11,1] 0.866 0.604 -0.245 0.823 2.282
beta4_pH[9,11,1] 1.017 1.219 -1.047 0.906 3.672
beta4_pH[10,11,1] 0.736 0.226 0.314 0.729 1.191
beta4_pH[11,11,1] 0.632 0.200 0.248 0.630 1.049
beta4_pH[12,11,1] 0.658 0.289 0.120 0.645 1.272
beta4_pH[13,11,1] 0.700 0.178 0.349 0.695 1.071
beta4_pH[14,11,1] 0.784 0.225 0.338 0.777 1.230
beta4_pH[15,11,1] 0.875 0.169 0.552 0.872 1.213
beta4_pH[16,11,1] 1.235 0.620 0.008 1.225 2.472
beta4_pH[1,12,1] 0.640 0.212 0.227 0.638 1.074
beta4_pH[2,12,1] 0.733 0.097 0.548 0.730 0.930
beta4_pH[3,12,1] 0.768 0.140 0.506 0.765 1.055
beta4_pH[4,12,1] 0.597 0.171 0.259 0.593 0.950
beta4_pH[5,12,1] 0.742 0.847 -0.683 0.658 2.472
beta4_pH[6,12,1] 1.651 2.238 -2.165 1.387 7.245
beta4_pH[7,12,1] 1.235 1.232 -0.937 1.109 3.889
beta4_pH[8,12,1] 0.848 0.607 -0.283 0.806 2.195
beta4_pH[9,12,1] 0.990 1.198 -1.110 0.858 3.682
beta4_pH[10,12,1] 0.729 0.223 0.306 0.720 1.192
beta4_pH[11,12,1] 0.632 0.198 0.260 0.627 1.038
beta4_pH[12,12,1] 0.661 0.291 0.117 0.651 1.303
beta4_pH[13,12,1] 0.704 0.173 0.368 0.697 1.059
beta4_pH[14,12,1] 0.786 0.221 0.343 0.779 1.258
beta4_pH[15,12,1] 0.872 0.167 0.549 0.872 1.192
beta4_pH[16,12,1] 1.232 0.627 0.033 1.215 2.507
beta4_pH[1,13,1] 0.636 0.210 0.213 0.632 1.053
beta4_pH[2,13,1] 0.737 0.094 0.556 0.736 0.924
beta4_pH[3,13,1] 0.765 0.143 0.486 0.764 1.060
beta4_pH[4,13,1] 0.601 0.172 0.279 0.593 0.963
beta4_pH[5,13,1] 0.739 0.813 -0.626 0.682 2.557
beta4_pH[6,13,1] 1.696 2.327 -2.514 1.417 7.459
beta4_pH[7,13,1] 1.230 1.312 -0.967 1.069 4.179
beta4_pH[8,13,1] 0.861 0.607 -0.222 0.818 2.207
beta4_pH[9,13,1] 1.014 1.176 -1.056 0.920 3.485
beta4_pH[10,13,1] 0.738 0.223 0.307 0.732 1.196
beta4_pH[11,13,1] 0.634 0.200 0.249 0.631 1.031
beta4_pH[12,13,1] 0.646 0.291 0.093 0.638 1.256
beta4_pH[13,13,1] 0.695 0.179 0.338 0.694 1.068
beta4_pH[14,13,1] 0.788 0.216 0.361 0.783 1.259
beta4_pH[15,13,1] 0.874 0.167 0.553 0.872 1.214
beta4_pH[16,13,1] 1.228 0.600 0.035 1.223 2.434
beta4_pH[1,14,1] 0.643 0.204 0.250 0.639 1.057
beta4_pH[2,14,1] 0.739 0.095 0.556 0.735 0.935
beta4_pH[3,14,1] 0.755 0.143 0.476 0.751 1.049
beta4_pH[4,14,1] 0.596 0.171 0.258 0.588 0.955
beta4_pH[5,14,1] 0.737 0.825 -0.631 0.689 2.436
beta4_pH[6,14,1] 1.904 2.329 -2.061 1.593 7.452
beta4_pH[7,14,1] 1.192 1.245 -0.979 1.070 3.872
beta4_pH[8,14,1] 0.865 0.616 -0.247 0.819 2.250
beta4_pH[9,14,1] 1.025 1.201 -1.200 0.896 3.870
beta4_pH[10,14,1] 0.746 0.221 0.323 0.739 1.212
beta4_pH[11,14,1] 0.619 0.199 0.229 0.619 1.017
beta4_pH[12,14,1] 0.649 0.289 0.093 0.641 1.256
beta4_pH[13,14,1] 0.701 0.177 0.346 0.701 1.060
beta4_pH[14,14,1] 0.783 0.217 0.367 0.779 1.226
beta4_pH[15,14,1] 0.867 0.169 0.528 0.867 1.220
beta4_pH[16,14,1] 1.249 0.613 0.100 1.238 2.513
beta4_pH[1,15,1] 0.659 0.209 0.253 0.652 1.093
beta4_pH[2,15,1] 0.742 0.097 0.556 0.738 0.945
beta4_pH[3,15,1] 0.765 0.146 0.477 0.760 1.069
beta4_pH[4,15,1] 0.597 0.172 0.263 0.593 0.957
beta4_pH[5,15,1] 0.716 0.857 -0.662 0.655 2.498
beta4_pH[6,15,1] 1.849 2.299 -1.994 1.490 7.276
beta4_pH[7,15,1] 1.249 1.276 -0.763 1.095 4.100
beta4_pH[8,15,1] 0.852 0.590 -0.197 0.814 2.135
beta4_pH[9,15,1] 0.982 1.179 -1.223 0.873 3.724
beta4_pH[10,15,1] 0.749 0.225 0.329 0.739 1.237
beta4_pH[11,15,1] 0.632 0.203 0.241 0.626 1.066
beta4_pH[12,15,1] 0.661 0.292 0.133 0.643 1.271
beta4_pH[13,15,1] 0.699 0.178 0.356 0.695 1.061
beta4_pH[14,15,1] 0.785 0.216 0.355 0.776 1.231
beta4_pH[15,15,1] 0.879 0.170 0.546 0.871 1.244
beta4_pH[16,15,1] 1.239 0.608 0.080 1.215 2.512
beta4_pH[1,16,1] 0.638 0.205 0.236 0.634 1.058
beta4_pH[2,16,1] 0.738 0.093 0.554 0.735 0.926
beta4_pH[3,16,1] 0.764 0.146 0.472 0.760 1.060
beta4_pH[4,16,1] 0.603 0.170 0.280 0.595 0.957
beta4_pH[5,16,1] 0.706 0.870 -0.770 0.647 2.440
beta4_pH[6,16,1] 1.807 2.333 -2.054 1.489 7.430
beta4_pH[7,16,1] 1.285 1.221 -0.765 1.146 4.093
beta4_pH[8,16,1] 0.856 0.592 -0.221 0.809 2.170
beta4_pH[9,16,1] 0.979 1.166 -1.223 0.889 3.511
beta4_pH[10,16,1] 0.740 0.221 0.323 0.729 1.199
beta4_pH[11,16,1] 0.623 0.200 0.228 0.619 1.021
beta4_pH[12,16,1] 0.658 0.299 0.092 0.643 1.279
beta4_pH[13,16,1] 0.698 0.174 0.335 0.696 1.043
beta4_pH[14,16,1] 0.796 0.219 0.379 0.795 1.245
beta4_pH[15,16,1] 0.876 0.166 0.557 0.873 1.211
beta4_pH[16,16,1] 1.240 0.620 -0.004 1.240 2.474
beta4_pH[1,17,1] 0.638 0.204 0.239 0.629 1.075
beta4_pH[2,17,1] 0.737 0.094 0.551 0.736 0.932
beta4_pH[3,17,1] 0.762 0.140 0.498 0.761 1.041
beta4_pH[4,17,1] 0.605 0.171 0.277 0.596 0.966
beta4_pH[5,17,1] 0.703 0.908 -0.739 0.651 2.533
beta4_pH[6,17,1] 1.922 2.381 -1.960 1.561 7.598
beta4_pH[7,17,1] 1.338 1.233 -0.675 1.183 4.283
beta4_pH[8,17,1] 0.865 0.595 -0.231 0.827 2.180
beta4_pH[9,17,1] 1.026 1.196 -0.957 0.881 3.828
beta4_pH[10,17,1] 0.739 0.222 0.314 0.733 1.210
beta4_pH[11,17,1] 0.625 0.202 0.236 0.618 1.042
beta4_pH[12,17,1] 0.638 0.290 0.091 0.625 1.274
beta4_pH[13,17,1] 0.695 0.177 0.347 0.694 1.044
beta4_pH[14,17,1] 0.787 0.217 0.379 0.781 1.234
beta4_pH[15,17,1] 0.870 0.164 0.547 0.865 1.206
beta4_pH[16,17,1] 1.224 0.628 0.023 1.208 2.505
beta4_pH[1,18,1] 0.646 0.208 0.257 0.638 1.078
beta4_pH[2,18,1] 0.734 0.094 0.550 0.733 0.926
beta4_pH[3,18,1] 0.761 0.144 0.480 0.761 1.068
beta4_pH[4,18,1] 0.601 0.171 0.277 0.596 0.951
beta4_pH[5,18,1] 0.704 0.893 -0.643 0.632 2.428
beta4_pH[6,18,1] 1.726 2.376 -2.332 1.455 7.554
beta4_pH[7,18,1] 1.230 1.310 -0.900 1.090 4.180
beta4_pH[8,18,1] 0.849 0.604 -0.281 0.798 2.219
beta4_pH[9,18,1] 1.047 1.201 -0.949 0.897 3.870
beta4_pH[10,18,1] 0.750 0.218 0.335 0.738 1.210
beta4_pH[11,18,1] 0.627 0.200 0.239 0.621 1.028
beta4_pH[12,18,1] 0.662 0.287 0.140 0.645 1.266
beta4_pH[13,18,1] 0.697 0.182 0.342 0.694 1.058
beta4_pH[14,18,1] 0.785 0.218 0.373 0.779 1.238
beta4_pH[15,18,1] 0.874 0.169 0.537 0.872 1.222
beta4_pH[16,18,1] 1.222 0.614 0.013 1.212 2.457
beta4_pH[1,19,1] 0.646 0.201 0.257 0.642 1.076
beta4_pH[2,19,1] 0.738 0.093 0.547 0.737 0.925
beta4_pH[3,19,1] 0.709 0.141 0.432 0.711 0.983
beta4_pH[4,19,1] 0.704 0.181 0.392 0.690 1.099
beta4_pH[5,19,1] 0.684 0.909 -0.851 0.652 2.419
beta4_pH[6,19,1] 1.792 2.380 -2.263 1.516 7.481
beta4_pH[7,19,1] 1.479 1.278 -0.320 1.283 4.580
beta4_pH[8,19,1] 0.847 0.600 -0.211 0.811 2.149
beta4_pH[9,19,1] 1.029 1.219 -1.032 0.903 3.789
beta4_pH[10,19,1] 0.755 0.223 0.325 0.748 1.217
beta4_pH[11,19,1] 0.621 0.204 0.226 0.614 1.052
beta4_pH[12,19,1] 0.662 0.294 0.106 0.643 1.285
beta4_pH[13,19,1] 0.702 0.175 0.359 0.699 1.061
beta4_pH[14,19,1] 0.784 0.217 0.362 0.775 1.233
beta4_pH[15,19,1] 0.868 0.170 0.536 0.864 1.222
beta4_pH[16,19,1] 1.242 0.620 0.061 1.235 2.505
beta4_pH[1,20,1] 0.672 0.211 0.275 0.659 1.116
beta4_pH[2,20,1] 0.739 0.095 0.550 0.737 0.934
beta4_pH[3,20,1] 0.807 0.147 0.542 0.798 1.118
beta4_pH[4,20,1] 0.643 0.169 0.336 0.634 0.995
beta4_pH[5,20,1] 0.770 0.839 -0.565 0.695 2.515
beta4_pH[6,20,1] 1.708 2.332 -2.346 1.437 7.247
beta4_pH[7,20,1] 1.251 1.255 -0.792 1.091 4.118
beta4_pH[8,20,1] 0.883 0.615 -0.181 0.836 2.284
beta4_pH[9,20,1] 1.049 1.189 -1.038 0.941 3.830
beta4_pH[10,20,1] 0.750 0.221 0.332 0.740 1.220
beta4_pH[11,20,1] 0.623 0.199 0.220 0.623 1.035
beta4_pH[12,20,1] 0.664 0.291 0.131 0.645 1.290
beta4_pH[13,20,1] 0.698 0.172 0.365 0.693 1.047
beta4_pH[14,20,1] 0.783 0.215 0.375 0.777 1.218
beta4_pH[15,20,1] 0.873 0.164 0.546 0.871 1.201
beta4_pH[16,20,1] 1.206 0.607 0.005 1.190 2.460
beta4_pH[1,21,1] 0.587 0.205 0.182 0.586 0.988
beta4_pH[2,21,1] 0.726 0.094 0.538 0.728 0.917
beta4_pH[3,21,1] 0.773 0.143 0.505 0.768 1.064
beta4_pH[4,21,1] 0.560 0.161 0.242 0.559 0.883
beta4_pH[5,21,1] 0.756 0.861 -0.530 0.678 2.591
beta4_pH[6,21,1] 1.641 2.255 -2.372 1.367 6.984
beta4_pH[7,21,1] 1.063 1.255 -1.302 0.991 3.657
beta4_pH[8,21,1] 0.884 0.612 -0.214 0.826 2.287
beta4_pH[9,21,1] 1.005 1.198 -1.118 0.898 3.514
beta4_pH[10,21,1] 0.725 0.214 0.301 0.721 1.168
beta4_pH[11,21,1] 0.626 0.197 0.230 0.621 1.021
beta4_pH[12,21,1] 0.662 0.290 0.125 0.652 1.294
beta4_pH[13,21,1] 0.696 0.176 0.334 0.692 1.047
beta4_pH[14,21,1] 0.785 0.220 0.355 0.782 1.235
beta4_pH[15,21,1] 0.877 0.171 0.541 0.873 1.230
beta4_pH[16,21,1] 1.246 0.642 0.017 1.225 2.574
beta4_pH[1,22,1] 0.698 0.216 0.294 0.692 1.164
beta4_pH[2,22,1] 0.722 0.094 0.539 0.722 0.918
beta4_pH[3,22,1] 0.749 0.140 0.466 0.746 1.038
beta4_pH[4,22,1] 0.506 0.164 0.164 0.513 0.811
beta4_pH[5,22,1] 0.646 0.869 -0.884 0.579 2.444
beta4_pH[6,22,1] 1.499 2.364 -2.627 1.242 7.117
beta4_pH[7,22,1] 1.073 1.247 -1.179 0.977 3.684
beta4_pH[8,22,1] 0.884 0.613 -0.173 0.824 2.269
beta4_pH[9,22,1] 1.013 1.205 -1.069 0.883 3.800
beta4_pH[10,22,1] 0.719 0.219 0.303 0.714 1.175
beta4_pH[11,22,1] 0.627 0.198 0.252 0.623 1.027
beta4_pH[12,22,1] 0.654 0.292 0.126 0.628 1.298
beta4_pH[13,22,1] 0.702 0.176 0.357 0.697 1.071
beta4_pH[14,22,1] 0.788 0.217 0.384 0.780 1.261
beta4_pH[15,22,1] 0.872 0.169 0.543 0.868 1.224
beta4_pH[16,22,1] 1.212 0.624 0.038 1.185 2.466
beta4_pH[1,23,1] 0.658 0.210 0.262 0.650 1.095
beta4_pH[2,23,1] 0.726 0.091 0.542 0.728 0.906
beta4_pH[3,23,1] 0.746 0.142 0.461 0.747 1.031
beta4_pH[4,23,1] 0.568 0.161 0.253 0.570 0.906
beta4_pH[5,23,1] 0.769 0.840 -0.554 0.681 2.496
beta4_pH[6,23,1] 1.702 2.323 -2.337 1.433 7.298
beta4_pH[7,23,1] 1.154 1.269 -1.024 1.058 3.923
beta4_pH[8,23,1] 0.847 0.606 -0.260 0.810 2.237
beta4_pH[9,23,1] 1.036 1.183 -0.948 0.905 3.694
beta4_pH[10,23,1] 0.754 0.220 0.334 0.748 1.219
beta4_pH[11,23,1] 0.628 0.203 0.236 0.626 1.047
beta4_pH[12,23,1] 0.638 0.297 0.093 0.630 1.256
beta4_pH[13,23,1] 0.703 0.178 0.352 0.702 1.065
beta4_pH[14,23,1] 0.780 0.213 0.370 0.776 1.227
beta4_pH[15,23,1] 0.876 0.166 0.552 0.870 1.222
beta4_pH[16,23,1] 1.241 0.628 -0.010 1.237 2.498
beta4_pH[1,24,1] 0.689 0.210 0.298 0.680 1.120
beta4_pH[2,24,1] 0.730 0.092 0.547 0.729 0.918
beta4_pH[3,24,1] 0.786 0.143 0.504 0.785 1.083
beta4_pH[4,24,1] 0.534 0.165 0.199 0.535 0.860
beta4_pH[5,24,1] 0.710 0.869 -0.650 0.655 2.448
beta4_pH[6,24,1] 1.673 2.368 -2.576 1.362 7.522
beta4_pH[7,24,1] 1.134 1.256 -1.062 1.016 3.895
beta4_pH[8,24,1] 0.823 0.584 -0.255 0.791 2.113
beta4_pH[9,24,1] 1.030 1.163 -1.051 0.923 3.754
beta4_pH[10,24,1] 0.747 0.217 0.339 0.740 1.209
beta4_pH[11,24,1] 0.694 0.200 0.330 0.684 1.131
beta4_pH[12,24,1] 0.667 0.289 0.147 0.660 1.276
beta4_pH[13,24,1] 0.703 0.175 0.364 0.699 1.082
beta4_pH[14,24,1] 0.790 0.223 0.365 0.778 1.266
beta4_pH[15,24,1] 0.879 0.169 0.544 0.879 1.220
beta4_pH[16,24,1] 1.251 0.629 0.072 1.243 2.602
beta4_pH[1,25,1] 0.652 0.210 0.260 0.647 1.082
beta4_pH[2,25,1] 0.733 0.095 0.546 0.733 0.929
beta4_pH[3,25,1] 0.753 0.140 0.478 0.751 1.024
beta4_pH[4,25,1] 0.586 0.160 0.252 0.587 0.908
beta4_pH[5,25,1] 0.692 0.860 -0.679 0.617 2.388
beta4_pH[6,25,1] 1.589 2.359 -2.338 1.317 7.120
beta4_pH[7,25,1] 1.120 1.226 -1.070 1.000 3.864
beta4_pH[8,25,1] 0.838 0.605 -0.272 0.792 2.157
beta4_pH[9,25,1] 1.063 1.158 -0.841 0.917 3.730
beta4_pH[10,25,1] 0.758 0.222 0.322 0.749 1.223
beta4_pH[11,25,1] 0.661 0.199 0.291 0.652 1.096
beta4_pH[12,25,1] 0.658 0.302 0.074 0.645 1.300
beta4_pH[13,25,1] 0.698 0.174 0.363 0.695 1.059
beta4_pH[14,25,1] 0.785 0.219 0.351 0.780 1.242
beta4_pH[15,25,1] 0.871 0.169 0.544 0.871 1.207
beta4_pH[16,25,1] 1.247 0.634 0.017 1.245 2.552
beta4_pH[1,26,1] 0.626 0.207 0.206 0.621 1.042
beta4_pH[2,26,1] 0.737 0.093 0.556 0.734 0.923
beta4_pH[3,26,1] 0.754 0.141 0.478 0.754 1.036
beta4_pH[4,26,1] 0.631 0.166 0.320 0.623 0.983
beta4_pH[5,26,1] 0.706 0.863 -0.684 0.653 2.428
beta4_pH[6,26,1] 1.701 2.289 -2.444 1.463 7.097
beta4_pH[7,26,1] 1.280 1.236 -0.852 1.149 4.206
beta4_pH[8,26,1] 0.870 0.605 -0.223 0.821 2.210
beta4_pH[9,26,1] 1.005 1.220 -1.128 0.887 3.580
beta4_pH[10,26,1] 0.744 0.220 0.327 0.735 1.201
beta4_pH[11,26,1] 0.713 0.204 0.325 0.702 1.164
beta4_pH[12,26,1] 0.636 0.295 0.097 0.628 1.236
beta4_pH[13,26,1] 0.702 0.176 0.368 0.698 1.064
beta4_pH[14,26,1] 0.787 0.218 0.374 0.780 1.238
beta4_pH[15,26,1] 0.876 0.167 0.557 0.870 1.215
beta4_pH[16,26,1] 1.249 0.627 0.068 1.230 2.514
beta4_pH[1,27,1] 0.583 0.208 0.163 0.582 0.993
beta4_pH[2,27,1] 0.732 0.095 0.541 0.733 0.928
beta4_pH[3,27,1] 0.737 0.138 0.470 0.738 1.011
beta4_pH[4,27,1] 0.499 0.165 0.158 0.505 0.811
beta4_pH[5,27,1] 0.731 0.859 -0.634 0.648 2.580
beta4_pH[6,27,1] 1.436 2.278 -2.957 1.261 6.732
beta4_pH[7,27,1] 1.231 1.241 -0.751 1.089 4.146
beta4_pH[8,27,1] 0.877 0.617 -0.234 0.840 2.246
beta4_pH[9,27,1] 1.063 1.208 -1.090 0.911 3.962
beta4_pH[10,27,1] 0.772 0.227 0.345 0.758 1.252
beta4_pH[11,27,1] 0.751 0.212 0.382 0.726 1.220
beta4_pH[12,27,1] 0.662 0.288 0.127 0.651 1.307
beta4_pH[13,27,1] 0.709 0.178 0.369 0.706 1.089
beta4_pH[14,27,1] 0.783 0.218 0.369 0.778 1.230
beta4_pH[15,27,1] 0.972 0.172 0.665 0.961 1.333
beta4_pH[16,27,1] 1.721 0.675 0.539 1.675 3.233
beta4_pH[1,28,1] 0.617 0.209 0.212 0.612 1.051
beta4_pH[2,28,1] 0.725 0.094 0.538 0.724 0.917
beta4_pH[3,28,1] 0.731 0.141 0.439 0.734 1.004
beta4_pH[4,28,1] 0.563 0.154 0.250 0.563 0.878
beta4_pH[5,28,1] 0.471 0.824 -1.163 0.468 2.134
beta4_pH[6,28,1] 1.537 2.319 -2.879 1.373 6.911
beta4_pH[7,28,1] 1.011 1.247 -1.477 0.949 3.642
beta4_pH[8,28,1] 0.884 0.601 -0.207 0.848 2.179
beta4_pH[9,28,1] 1.012 1.196 -1.060 0.890 3.838
beta4_pH[10,28,1] 0.767 0.220 0.353 0.760 1.223
beta4_pH[11,28,1] 0.703 0.199 0.332 0.692 1.106
beta4_pH[12,28,1] 0.667 0.295 0.132 0.649 1.303
beta4_pH[13,28,1] 0.703 0.175 0.354 0.702 1.062
beta4_pH[14,28,1] 0.781 0.218 0.372 0.772 1.241
beta4_pH[15,28,1] 0.968 0.175 0.658 0.955 1.346
beta4_pH[16,28,1] 1.252 0.621 0.056 1.263 2.513
beta4_pH[1,29,1] 0.587 0.208 0.168 0.591 1.000
beta4_pH[2,29,1] 0.730 0.093 0.543 0.729 0.911
beta4_pH[3,29,1] 0.732 0.137 0.445 0.735 0.997
beta4_pH[4,29,1] 0.544 0.159 0.219 0.546 0.857
beta4_pH[5,29,1] 0.469 0.777 -1.073 0.463 1.965
beta4_pH[6,29,1] 1.812 2.389 -2.256 1.466 7.648
beta4_pH[7,29,1] 1.130 1.198 -0.970 1.034 3.781
beta4_pH[8,29,1] 0.844 0.595 -0.272 0.815 2.133
beta4_pH[9,29,1] 0.992 1.230 -1.069 0.864 3.906
beta4_pH[10,29,1] 0.748 0.220 0.346 0.738 1.207
beta4_pH[11,29,1] 0.634 0.200 0.257 0.629 1.044
beta4_pH[12,29,1] 0.666 0.300 0.106 0.651 1.319
beta4_pH[13,29,1] 0.705 0.180 0.363 0.699 1.082
beta4_pH[14,29,1] 0.784 0.218 0.350 0.781 1.223
beta4_pH[15,29,1] 0.995 0.176 0.680 0.984 1.388
beta4_pH[16,29,1] 1.261 0.608 0.088 1.254 2.484
beta4_pH[1,30,1] 0.581 0.208 0.170 0.583 0.983
beta4_pH[2,30,1] 0.726 0.093 0.542 0.726 0.913
beta4_pH[3,30,1] 0.728 0.139 0.444 0.728 1.001
beta4_pH[4,30,1] 0.668 0.163 0.368 0.657 1.028
beta4_pH[5,30,1] 0.407 0.766 -1.114 0.422 1.838
beta4_pH[6,30,1] 1.679 2.290 -2.231 1.430 7.071
beta4_pH[7,30,1] 1.292 1.284 -0.854 1.145 4.055
beta4_pH[8,30,1] 0.857 0.599 -0.184 0.813 2.214
beta4_pH[9,30,1] 1.070 1.202 -0.918 0.939 3.713
beta4_pH[10,30,1] 0.752 0.215 0.340 0.742 1.195
beta4_pH[11,30,1] 0.570 0.193 0.195 0.568 0.959
beta4_pH[12,30,1] 0.666 0.259 0.186 0.655 1.208
beta4_pH[13,30,1] 0.702 0.180 0.340 0.702 1.077
beta4_pH[14,30,1] 0.776 0.219 0.353 0.771 1.229
beta4_pH[15,30,1] 0.861 0.160 0.541 0.861 1.177
beta4_pH[16,30,1] 1.743 0.518 0.836 1.708 2.874
beta4_pH[1,31,1] 0.628 0.205 0.231 0.622 1.042
beta4_pH[2,31,1] 0.722 0.095 0.534 0.722 0.915
beta4_pH[3,31,1] 0.732 0.137 0.461 0.730 1.002
beta4_pH[4,31,1] 0.563 0.154 0.258 0.563 0.870
beta4_pH[5,31,1] 0.436 0.770 -1.055 0.421 1.979
beta4_pH[6,31,1] 1.657 2.289 -2.263 1.403 7.242
beta4_pH[7,31,1] 0.809 1.234 -1.649 0.826 3.285
beta4_pH[8,31,1] 0.852 0.621 -0.286 0.811 2.243
beta4_pH[9,31,1] 1.091 1.211 -0.895 0.942 3.790
beta4_pH[10,31,1] 0.743 0.224 0.317 0.731 1.216
beta4_pH[11,31,1] 0.539 0.192 0.137 0.545 0.911
beta4_pH[12,31,1] 0.520 0.222 0.077 0.520 0.954
beta4_pH[13,31,1] 0.684 0.175 0.334 0.681 1.038
beta4_pH[14,31,1] 0.726 0.218 0.302 0.725 1.169
beta4_pH[15,31,1] 0.828 0.156 0.519 0.831 1.134
beta4_pH[16,31,1] 0.978 0.381 0.295 0.951 1.752
beta4_pH[1,32,1] 0.574 0.205 0.161 0.577 0.976
beta4_pH[2,32,1] 0.718 0.093 0.532 0.717 0.904
beta4_pH[3,32,1] 0.716 0.139 0.436 0.716 0.985
beta4_pH[4,32,1] 0.579 0.150 0.291 0.574 0.886
beta4_pH[5,32,1] 0.756 0.871 -0.570 0.676 2.536
beta4_pH[6,32,1] 1.683 2.449 -2.499 1.420 7.275
beta4_pH[7,32,1] 0.868 1.243 -1.813 0.866 3.403
beta4_pH[8,32,1] 0.851 0.593 -0.203 0.800 2.161
beta4_pH[9,32,1] 1.145 1.198 -0.733 0.974 4.024
beta4_pH[10,32,1] 0.727 0.214 0.320 0.719 1.174
beta4_pH[11,32,1] 0.565 0.182 0.208 0.564 0.933
beta4_pH[12,32,1] 0.832 0.236 0.410 0.817 1.341
beta4_pH[13,32,1] 0.705 0.175 0.364 0.703 1.072
beta4_pH[14,32,1] 0.862 0.212 0.487 0.852 1.300
beta4_pH[15,32,1] 0.909 0.154 0.616 0.904 1.230
beta4_pH[16,32,1] 1.310 0.325 0.720 1.289 2.023
beta4_pH[1,33,1] 0.586 0.205 0.168 0.592 0.969
beta4_pH[2,33,1] 0.718 0.094 0.534 0.715 0.905
beta4_pH[3,33,1] 0.731 0.139 0.449 0.732 1.006
beta4_pH[4,33,1] 0.598 0.147 0.323 0.594 0.903
beta4_pH[5,33,1] 0.529 0.831 -0.979 0.513 2.089
beta4_pH[6,33,1] 1.551 2.230 -2.248 1.307 6.992
beta4_pH[7,33,1] 1.254 1.206 -0.776 1.116 3.940
beta4_pH[8,33,1] 0.844 0.613 -0.272 0.795 2.153
beta4_pH[9,33,1] 0.800 1.206 -1.401 0.716 3.338
beta4_pH[10,33,1] 0.722 0.214 0.297 0.714 1.161
beta4_pH[11,33,1] 0.500 0.180 0.134 0.502 0.847
beta4_pH[12,33,1] 0.384 0.186 0.021 0.386 0.748
beta4_pH[13,33,1] 0.692 0.179 0.343 0.690 1.049
beta4_pH[14,33,1] 0.718 0.196 0.323 0.717 1.125
beta4_pH[15,33,1] 0.841 0.154 0.537 0.840 1.161
beta4_pH[16,33,1] 2.167 0.478 1.393 2.117 3.244
beta4_pH[1,34,1] 0.640 0.195 0.256 0.642 1.022
beta4_pH[2,34,1] 0.712 0.092 0.528 0.713 0.890
beta4_pH[3,34,1] 0.747 0.139 0.480 0.745 1.025
beta4_pH[4,34,1] 0.484 0.151 0.178 0.485 0.779
beta4_pH[5,34,1] 0.553 0.775 -0.831 0.519 1.996
beta4_pH[6,34,1] 1.193 2.163 -2.883 1.052 5.779
beta4_pH[7,34,1] 0.787 1.073 -1.491 0.807 2.833
beta4_pH[8,34,1] 0.844 0.600 -0.228 0.801 2.222
beta4_pH[9,34,1] 0.990 1.211 -1.134 0.881 3.562
beta4_pH[10,34,1] 0.677 0.208 0.270 0.677 1.097
beta4_pH[11,34,1] 0.561 0.176 0.220 0.557 0.918
beta4_pH[12,34,1] 0.567 0.184 0.214 0.566 0.937
beta4_pH[13,34,1] 0.700 0.175 0.353 0.698 1.073
beta4_pH[14,34,1] 0.787 0.187 0.432 0.783 1.168
beta4_pH[15,34,1] 0.855 0.153 0.563 0.851 1.160
beta4_pH[16,34,1] 1.021 0.265 0.517 1.014 1.568
beta4_pH[1,35,1] 0.358 0.115 0.178 0.345 0.624
beta4_pH[2,35,1] 0.739 0.079 0.598 0.734 0.911
beta4_pH[3,35,1] 0.919 0.135 0.677 0.914 1.212
beta4_pH[4,35,1] 0.491 0.150 0.250 0.476 0.824
beta4_pH[5,35,1] 0.129 0.096 0.027 0.103 0.384
beta4_pH[6,35,1] 0.767 0.597 0.136 0.598 2.260
beta4_pH[7,35,1] 2.266 1.953 0.446 1.713 7.225
beta4_pH[8,35,1] 0.523 0.262 0.191 0.466 1.175
beta4_pH[9,35,1] 0.609 0.534 0.101 0.457 2.060
beta4_pH[10,35,1] 0.623 0.127 0.406 0.614 0.914
beta4_pH[11,35,1] 0.663 0.151 0.412 0.648 1.002
beta4_pH[12,35,1] 0.715 0.191 0.360 0.707 1.116
beta4_pH[13,35,1] 0.725 0.105 0.537 0.718 0.949
beta4_pH[14,35,1] 0.581 0.151 0.331 0.566 0.930
beta4_pH[15,35,1] 0.972 0.133 0.737 0.964 1.265
beta4_pH[16,35,1] 1.517 0.399 0.795 1.488 2.401
beta4_pH[1,36,1] 0.883 0.175 0.585 0.868 1.264
beta4_pH[2,36,1] 0.806 0.100 0.630 0.799 1.013
beta4_pH[3,36,1] 0.767 0.121 0.555 0.759 1.030
beta4_pH[4,36,1] 0.632 0.153 0.369 0.619 0.984
beta4_pH[5,36,1] 0.431 0.641 0.061 0.307 1.409
beta4_pH[6,36,1] 4.630 3.632 0.818 3.503 15.477
beta4_pH[7,36,1] 1.100 0.623 0.337 0.971 2.584
beta4_pH[8,36,1] 0.936 0.402 0.382 0.858 1.927
beta4_pH[9,36,1] 0.531 0.392 0.123 0.429 1.516
beta4_pH[10,36,1] 0.464 0.125 0.270 0.448 0.750
beta4_pH[11,36,1] 0.505 0.089 0.351 0.498 0.700
beta4_pH[12,36,1] 0.837 0.226 0.423 0.830 1.319
beta4_pH[13,36,1] 0.787 0.125 0.571 0.777 1.052
beta4_pH[14,36,1] 0.908 0.209 0.539 0.896 1.359
beta4_pH[15,36,1] 1.060 0.153 0.797 1.049 1.404
beta4_pH[16,36,1] 1.075 0.451 0.475 0.976 2.192
beta4_pH[1,37,1] 0.758 0.156 0.496 0.746 1.097
beta4_pH[2,37,1] 0.725 0.076 0.586 0.722 0.879
beta4_pH[3,37,1] 0.786 0.105 0.603 0.780 1.008
beta4_pH[4,37,1] 0.527 0.124 0.320 0.514 0.795
beta4_pH[5,37,1] 0.684 0.726 0.101 0.508 2.217
beta4_pH[6,37,1] 2.106 1.855 0.301 1.561 7.132
beta4_pH[7,37,1] 1.203 0.850 0.305 0.996 3.260
beta4_pH[8,37,1] 0.975 0.408 0.410 0.905 2.025
beta4_pH[9,37,1] 1.746 1.722 0.213 1.211 6.713
beta4_pH[10,37,1] 0.764 0.144 0.511 0.753 1.069
beta4_pH[11,37,1] 0.729 0.125 0.506 0.720 1.000
beta4_pH[12,37,1] 0.705 0.371 0.216 0.621 1.657
beta4_pH[13,37,1] 0.615 0.093 0.454 0.608 0.814
beta4_pH[14,37,1] 0.714 0.178 0.413 0.700 1.093
beta4_pH[15,37,1] 0.660 0.091 0.494 0.655 0.847
beta4_pH[16,37,1] 0.621 0.191 0.334 0.595 1.070
beta4_pH[1,38,1] 0.614 0.112 0.422 0.605 0.855
beta4_pH[2,38,1] 0.688 0.073 0.555 0.685 0.840
beta4_pH[3,38,1] 0.753 0.120 0.541 0.743 1.009
beta4_pH[4,38,1] 0.660 0.139 0.430 0.647 0.965
beta4_pH[5,38,1] 0.420 0.292 0.092 0.345 1.229
beta4_pH[6,38,1] 1.834 1.882 0.153 1.269 6.825
beta4_pH[7,38,1] 0.501 0.303 0.143 0.434 1.244
beta4_pH[8,38,1] 0.775 0.310 0.346 0.720 1.521
beta4_pH[9,38,1] 1.475 1.047 0.362 1.171 4.260
beta4_pH[10,38,1] 0.735 0.154 0.476 0.723 1.078
beta4_pH[11,38,1] 0.514 0.114 0.323 0.503 0.765
beta4_pH[12,38,1] 0.583 0.318 0.196 0.509 1.445
beta4_pH[13,38,1] 0.892 0.177 0.599 0.873 1.284
beta4_pH[14,38,1] 0.907 0.215 0.519 0.895 1.362
beta4_pH[15,38,1] 0.834 0.090 0.670 0.828 1.022
beta4_pH[16,38,1] 1.490 0.322 0.891 1.479 2.146
beta4_pH[1,39,1] 0.809 0.164 0.536 0.790 1.176
beta4_pH[2,39,1] 0.798 0.089 0.639 0.793 0.981
beta4_pH[3,39,1] 0.758 0.099 0.585 0.751 0.965
beta4_pH[4,39,1] 0.586 0.142 0.347 0.575 0.899
beta4_pH[5,39,1] 0.885 0.908 0.109 0.639 3.058
beta4_pH[6,39,1] 0.324 0.334 0.036 0.224 1.210
beta4_pH[7,39,1] 1.826 1.617 0.307 1.353 6.051
beta4_pH[8,39,1] 1.426 0.804 0.462 1.229 3.532
beta4_pH[9,39,1] 1.975 1.610 0.333 1.498 6.152
beta4_pH[10,39,1] 0.765 0.193 0.447 0.744 1.215
beta4_pH[11,39,1] 0.876 0.182 0.552 0.864 1.269
beta4_pH[12,39,1] 0.585 0.283 0.216 0.530 1.298
beta4_pH[13,39,1] 0.711 0.117 0.508 0.703 0.969
beta4_pH[14,39,1] 0.756 0.188 0.432 0.742 1.156
beta4_pH[15,39,1] 0.977 0.104 0.788 0.972 1.198
beta4_pH[16,39,1] 2.117 0.543 1.265 2.064 3.392
beta4_pH[1,40,1] 0.642 0.098 0.466 0.636 0.854
beta4_pH[2,40,1] 0.726 0.077 0.588 0.720 0.886
beta4_pH[3,40,1] 0.794 0.109 0.599 0.789 1.020
beta4_pH[4,40,1] 0.721 0.140 0.475 0.711 1.022
beta4_pH[5,40,1] 0.278 0.179 0.070 0.235 0.750
beta4_pH[6,40,1] 1.104 1.118 0.182 0.832 3.669
beta4_pH[7,40,1] 1.463 1.278 0.250 1.114 4.765
beta4_pH[8,40,1] 0.359 0.284 0.070 0.283 1.066
beta4_pH[9,40,1] 0.529 0.526 0.069 0.379 1.888
beta4_pH[10,40,1] 0.926 0.231 0.556 0.904 1.458
beta4_pH[11,40,1] 0.438 0.095 0.278 0.427 0.644
beta4_pH[12,40,1] 0.608 0.316 0.197 0.540 1.412
beta4_pH[13,40,1] 0.774 0.117 0.573 0.764 1.023
beta4_pH[14,40,1] 0.815 0.198 0.480 0.798 1.251
beta4_pH[15,40,1] 0.858 0.097 0.684 0.852 1.068
beta4_pH[16,40,1] 1.396 0.632 0.553 1.255 2.966
beta4_pH[1,41,1] 0.530 0.102 0.354 0.522 0.752
beta4_pH[2,41,1] 0.711 0.084 0.557 0.707 0.893
beta4_pH[3,41,1] 0.770 0.113 0.570 0.765 1.000
beta4_pH[4,41,1] 0.489 0.139 0.256 0.478 0.795
beta4_pH[5,41,1] 1.134 0.572 0.410 1.013 2.573
beta4_pH[6,41,1] 2.949 2.568 0.333 2.205 10.230
beta4_pH[7,41,1] 0.830 0.489 0.240 0.717 2.128
beta4_pH[8,41,1] 1.269 0.770 0.352 1.081 3.260
beta4_pH[9,41,1] 0.493 0.570 0.056 0.327 1.888
beta4_pH[10,41,1] 0.781 0.164 0.506 0.765 1.134
beta4_pH[11,41,1] 0.792 0.168 0.494 0.779 1.164
beta4_pH[12,41,1] 0.762 0.191 0.426 0.750 1.174
beta4_pH[13,41,1] 0.689 0.109 0.500 0.680 0.936
beta4_pH[14,41,1] 0.795 0.166 0.493 0.785 1.123
beta4_pH[15,41,1] 0.777 0.093 0.610 0.774 0.975
beta4_pH[16,41,1] 0.984 0.242 0.551 0.976 1.482
beta4_pH[1,42,1] 0.581 0.109 0.394 0.572 0.819
beta4_pH[2,42,1] 0.717 0.082 0.569 0.711 0.884
beta4_pH[3,42,1] 0.728 0.126 0.510 0.718 0.996
beta4_pH[4,42,1] 0.645 0.152 0.393 0.628 0.990
beta4_pH[5,42,1] 1.210 1.379 0.144 0.818 4.347
beta4_pH[6,42,1] 0.258 0.176 0.060 0.212 0.714
beta4_pH[7,42,1] 0.957 0.581 0.268 0.820 2.430
beta4_pH[8,42,1] 0.792 0.342 0.317 0.725 1.640
beta4_pH[9,42,1] 0.815 0.623 0.166 0.643 2.486
beta4_pH[10,42,1] 0.890 0.177 0.592 0.872 1.285
beta4_pH[11,42,1] 0.582 0.111 0.388 0.572 0.819
beta4_pH[12,42,1] 0.619 0.166 0.329 0.607 0.984
beta4_pH[13,42,1] 0.512 0.159 0.269 0.488 0.884
beta4_pH[14,42,1] 0.787 0.189 0.466 0.771 1.182
beta4_pH[15,42,1] 0.938 0.092 0.764 0.935 1.126
beta4_pH[16,42,1] 1.266 0.299 0.733 1.251 1.896
beta4_pH[1,43,1] 0.618 0.126 0.400 0.610 0.898
beta4_pH[2,43,1] 0.711 0.073 0.577 0.708 0.861
beta4_pH[3,43,1] 0.612 0.083 0.469 0.607 0.788
beta4_pH[4,43,1] 0.597 0.146 0.348 0.585 0.926
beta4_pH[5,43,1] 1.429 0.588 0.597 1.329 2.847
beta4_pH[6,43,1] 1.150 0.722 0.259 0.994 3.026
beta4_pH[7,43,1] 0.710 0.579 0.130 0.547 2.278
beta4_pH[8,43,1] 0.611 0.258 0.257 0.569 1.242
beta4_pH[9,43,1] 1.141 0.943 0.188 0.859 3.685
beta4_pH[10,43,1] 0.665 0.133 0.435 0.653 0.962
beta4_pH[11,43,1] 0.566 0.103 0.388 0.557 0.787
beta4_pH[12,43,1] 0.458 0.147 0.224 0.437 0.795
beta4_pH[13,43,1] 0.598 0.120 0.398 0.585 0.872
beta4_pH[14,43,1] 0.821 0.174 0.528 0.809 1.182
beta4_pH[15,43,1] 0.790 0.090 0.630 0.785 0.983
beta4_pH[16,43,1] 0.663 0.153 0.391 0.655 0.986
beta4_pH[1,44,1] 0.506 0.111 0.316 0.498 0.749
beta4_pH[2,44,1] 0.652 0.069 0.527 0.649 0.799
beta4_pH[3,44,1] 0.568 0.080 0.430 0.562 0.738
beta4_pH[4,44,1] 0.670 0.129 0.449 0.660 0.949
beta4_pH[5,44,1] 1.042 0.452 0.434 0.965 2.169
beta4_pH[6,44,1] 1.030 1.144 0.125 0.734 3.655
beta4_pH[7,44,1] 1.234 0.692 0.379 1.075 3.007
beta4_pH[8,44,1] 0.408 0.255 0.113 0.349 1.063
beta4_pH[9,44,1] 1.002 0.915 0.180 0.744 3.425
beta4_pH[10,44,1] 0.600 0.137 0.373 0.588 0.897
beta4_pH[11,44,1] 0.393 0.121 0.205 0.378 0.678
beta4_pH[12,44,1] 0.664 0.354 0.213 0.593 1.533
beta4_pH[13,44,1] 0.502 0.082 0.355 0.495 0.672
beta4_pH[14,44,1] 0.676 0.173 0.401 0.657 1.061
beta4_pH[15,44,1] 0.635 0.082 0.491 0.628 0.808
beta4_pH[16,44,1] 0.389 0.120 0.187 0.377 0.655
beta4_pH[1,45,1] 0.636 0.124 0.422 0.628 0.906
beta4_pH[2,45,1] 0.660 0.078 0.521 0.655 0.826
beta4_pH[3,45,1] 0.640 0.099 0.463 0.631 0.846
beta4_pH[4,45,1] 0.649 0.127 0.431 0.641 0.915
beta4_pH[5,45,1] 1.057 1.213 0.101 0.697 4.200
beta4_pH[6,45,1] 1.013 0.878 0.200 0.808 3.155
beta4_pH[7,45,1] 0.708 0.639 0.125 0.533 2.075
beta4_pH[8,45,1] 1.154 0.517 0.469 1.059 2.505
beta4_pH[9,45,1] 0.105 0.124 0.011 0.066 0.428
beta4_pH[10,45,1] 0.819 0.182 0.523 0.800 1.212
beta4_pH[11,45,1] 0.464 0.094 0.309 0.456 0.679
beta4_pH[12,45,1] 0.797 0.365 0.303 0.721 1.692
beta4_pH[13,45,1] 0.456 0.070 0.332 0.450 0.610
beta4_pH[14,45,1] 0.862 0.194 0.544 0.839 1.303
beta4_pH[15,45,1] 0.523 0.073 0.401 0.518 0.677
beta4_pH[16,45,1] 0.622 0.212 0.247 0.610 1.053
beta4_pH[1,46,1] 0.670 0.114 0.473 0.664 0.902
beta4_pH[2,46,1] 0.633 0.083 0.481 0.627 0.813
beta4_pH[3,46,1] 0.664 0.089 0.508 0.660 0.851
beta4_pH[4,46,1] 0.547 0.134 0.309 0.536 0.847
beta4_pH[5,46,1] 0.928 0.450 0.344 0.844 2.007
beta4_pH[6,46,1] 1.726 1.956 0.157 1.145 7.159
beta4_pH[7,46,1] 1.751 1.265 0.379 1.435 5.054
beta4_pH[8,46,1] 0.969 0.441 0.395 0.880 2.092
beta4_pH[9,46,1] 1.509 1.430 0.204 1.098 5.517
beta4_pH[10,46,1] 0.663 0.163 0.395 0.642 1.035
beta4_pH[11,46,1] 0.612 0.116 0.404 0.606 0.861
beta4_pH[12,46,1] 0.979 0.308 0.460 0.949 1.659
beta4_pH[13,46,1] 0.686 0.162 0.403 0.677 1.029
beta4_pH[14,46,1] 1.139 0.244 0.696 1.122 1.654
beta4_pH[15,46,1] 0.645 0.077 0.509 0.638 0.809
beta4_pH[16,46,1] 1.230 0.348 0.664 1.191 2.042
beta4_pH[1,47,1] 0.672 0.137 0.435 0.660 0.969
beta4_pH[2,47,1] 0.703 0.090 0.543 0.698 0.893
beta4_pH[3,47,1] 0.710 0.097 0.536 0.704 0.916
beta4_pH[4,47,1] 0.425 0.126 0.216 0.410 0.706
beta4_pH[5,47,1] 0.128 0.101 0.026 0.097 0.409
beta4_pH[6,47,1] 0.175 0.120 0.043 0.145 0.502
beta4_pH[7,47,1] 0.484 0.423 0.082 0.360 1.599
beta4_pH[8,47,1] 0.913 0.601 0.234 0.763 2.404
beta4_pH[9,47,1] 0.435 0.498 0.040 0.283 1.841
beta4_pH[10,47,1] 0.802 0.225 0.443 0.774 1.304
beta4_pH[11,47,1] 0.564 0.105 0.377 0.557 0.790
beta4_pH[12,47,1] 0.681 0.240 0.311 0.648 1.246
beta4_pH[13,47,1] 0.701 0.107 0.513 0.694 0.924
beta4_pH[14,47,1] 0.710 0.175 0.407 0.696 1.093
beta4_pH[15,47,1] 0.689 0.102 0.509 0.680 0.899
beta4_pH[16,47,1] 0.672 0.159 0.385 0.664 1.022
beta4_pH[1,1,2] 0.705 0.213 0.278 0.702 1.129
beta4_pH[2,1,2] 0.770 0.103 0.562 0.769 0.980
beta4_pH[3,1,2] 0.803 0.157 0.497 0.803 1.112
beta4_pH[4,1,2] 0.772 0.233 0.324 0.765 1.251
beta4_pH[5,1,2] 0.846 0.916 -0.783 0.759 2.950
beta4_pH[6,1,2] 1.564 1.983 -1.896 1.353 6.006
beta4_pH[7,1,2] 1.370 1.661 -1.658 1.207 5.227
beta4_pH[8,1,2] 0.847 0.571 -0.173 0.811 2.070
beta4_pH[9,1,2] 1.001 1.104 -0.939 0.867 3.397
beta4_pH[10,1,2] 0.735 0.229 0.299 0.729 1.219
beta4_pH[11,1,2] 0.780 0.287 0.210 0.781 1.344
beta4_pH[12,1,2] 0.819 0.588 -0.286 0.790 2.105
beta4_pH[13,1,2] 0.707 0.176 0.368 0.704 1.062
beta4_pH[14,1,2] 1.034 0.427 0.234 1.018 1.936
beta4_pH[15,1,2] 0.910 0.184 0.565 0.906 1.290
beta4_pH[16,1,2] 1.159 0.577 0.079 1.138 2.414
beta4_pH[1,2,2] 0.706 0.216 0.287 0.707 1.159
beta4_pH[2,2,2] 0.769 0.102 0.571 0.766 0.974
beta4_pH[3,2,2] 0.814 0.157 0.512 0.810 1.134
beta4_pH[4,2,2] 0.767 0.233 0.308 0.761 1.264
beta4_pH[5,2,2] 0.854 0.887 -0.696 0.782 2.781
beta4_pH[6,2,2] 1.575 2.003 -1.708 1.305 6.288
beta4_pH[7,2,2] 1.409 1.749 -1.810 1.196 5.597
beta4_pH[8,2,2] 0.842 0.582 -0.239 0.815 2.114
beta4_pH[9,2,2] 1.023 1.094 -0.957 0.897 3.582
beta4_pH[10,2,2] 0.735 0.230 0.292 0.728 1.223
beta4_pH[11,2,2] 0.787 0.287 0.239 0.781 1.377
beta4_pH[12,2,2] 0.832 0.582 -0.261 0.798 2.069
beta4_pH[13,2,2] 0.699 0.178 0.343 0.700 1.059
beta4_pH[14,2,2] 1.041 0.422 0.244 1.026 1.937
beta4_pH[15,2,2] 0.906 0.177 0.562 0.901 1.267
beta4_pH[16,2,2] 1.156 0.579 0.069 1.135 2.365
beta4_pH[1,3,2] 0.699 0.215 0.270 0.694 1.144
beta4_pH[2,3,2] 0.769 0.100 0.567 0.769 0.971
beta4_pH[3,3,2] 0.806 0.153 0.500 0.806 1.108
beta4_pH[4,3,2] 0.780 0.231 0.336 0.772 1.251
beta4_pH[5,3,2] 0.809 0.928 -0.905 0.743 2.864
beta4_pH[6,3,2] 1.617 1.837 -1.614 1.386 6.046
beta4_pH[7,3,2] 1.328 1.642 -1.721 1.168 5.176
beta4_pH[8,3,2] 0.851 0.589 -0.200 0.801 2.141
beta4_pH[9,3,2] 1.024 1.104 -0.936 0.902 3.555
beta4_pH[10,3,2] 0.732 0.239 0.283 0.722 1.235
beta4_pH[11,3,2] 0.783 0.287 0.242 0.779 1.362
beta4_pH[12,3,2] 0.851 0.595 -0.204 0.808 2.096
beta4_pH[13,3,2] 0.705 0.188 0.335 0.701 1.101
beta4_pH[14,3,2] 1.046 0.416 0.218 1.033 1.905
beta4_pH[15,3,2] 0.904 0.180 0.548 0.907 1.267
beta4_pH[16,3,2] 1.164 0.573 0.094 1.150 2.368
beta4_pH[1,4,2] 0.701 0.217 0.274 0.698 1.143
beta4_pH[2,4,2] 0.769 0.102 0.564 0.766 0.983
beta4_pH[3,4,2] 0.805 0.157 0.500 0.801 1.139
beta4_pH[4,4,2] 0.776 0.232 0.329 0.770 1.253
beta4_pH[5,4,2] 0.830 0.911 -0.787 0.765 2.839
beta4_pH[6,4,2] 1.589 1.968 -1.756 1.351 6.259
beta4_pH[7,4,2] 1.368 1.657 -1.774 1.181 5.136
beta4_pH[8,4,2] 0.836 0.576 -0.202 0.806 2.126
beta4_pH[9,4,2] 1.029 1.100 -0.934 0.921 3.482
beta4_pH[10,4,2] 0.738 0.233 0.271 0.737 1.212
beta4_pH[11,4,2] 0.791 0.292 0.216 0.789 1.407
beta4_pH[12,4,2] 0.839 0.579 -0.212 0.788 2.156
beta4_pH[13,4,2] 0.706 0.180 0.352 0.699 1.067
beta4_pH[14,4,2] 1.040 0.429 0.207 1.034 1.910
beta4_pH[15,4,2] 0.911 0.177 0.561 0.907 1.270
beta4_pH[16,4,2] 1.134 0.589 -0.011 1.114 2.370
beta4_pH[1,5,2] 0.702 0.217 0.276 0.695 1.157
beta4_pH[2,5,2] 0.774 0.104 0.572 0.771 0.993
beta4_pH[3,5,2] 0.804 0.163 0.487 0.802 1.146
beta4_pH[4,5,2] 0.780 0.229 0.342 0.775 1.258
beta4_pH[5,5,2] 0.878 0.945 -0.780 0.773 3.055
beta4_pH[6,5,2] 1.552 1.868 -1.745 1.366 5.784
beta4_pH[7,5,2] 1.344 1.628 -1.626 1.178 5.046
beta4_pH[8,5,2] 0.854 0.567 -0.194 0.817 2.090
beta4_pH[9,5,2] 1.043 1.081 -0.829 0.918 3.548
beta4_pH[10,5,2] 0.732 0.231 0.295 0.726 1.194
beta4_pH[11,5,2] 0.786 0.291 0.210 0.783 1.367
beta4_pH[12,5,2] 0.828 0.570 -0.220 0.782 2.085
beta4_pH[13,5,2] 0.705 0.182 0.348 0.701 1.066
beta4_pH[14,5,2] 1.039 0.426 0.237 1.026 1.971
beta4_pH[15,5,2] 0.910 0.178 0.561 0.906 1.281
beta4_pH[16,5,2] 1.173 0.578 0.094 1.152 2.335
beta4_pH[1,6,2] 0.703 0.216 0.271 0.697 1.122
beta4_pH[2,6,2] 0.771 0.102 0.573 0.769 0.978
beta4_pH[3,6,2] 0.806 0.154 0.511 0.803 1.132
beta4_pH[4,6,2] 0.771 0.236 0.311 0.766 1.238
beta4_pH[5,6,2] 0.849 0.977 -0.853 0.766 2.997
beta4_pH[6,6,2] 1.535 1.904 -1.923 1.368 5.842
beta4_pH[7,6,2] 1.382 1.647 -1.546 1.182 5.344
beta4_pH[8,6,2] 0.826 0.559 -0.189 0.792 2.038
beta4_pH[9,6,2] 1.009 1.049 -0.821 0.896 3.353
beta4_pH[10,6,2] 0.732 0.235 0.273 0.728 1.195
beta4_pH[11,6,2] 0.783 0.285 0.219 0.778 1.365
beta4_pH[12,6,2] 0.840 0.593 -0.239 0.799 2.197
beta4_pH[13,6,2] 0.704 0.177 0.354 0.706 1.063
beta4_pH[14,6,2] 1.065 0.427 0.271 1.040 1.955
beta4_pH[15,6,2] 0.905 0.173 0.572 0.900 1.250
beta4_pH[16,6,2] 1.178 0.591 0.045 1.157 2.462
beta4_pH[1,7,2] 0.706 0.220 0.278 0.700 1.151
beta4_pH[2,7,2] 0.772 0.103 0.572 0.769 0.984
beta4_pH[3,7,2] 0.812 0.156 0.509 0.805 1.133
beta4_pH[4,7,2] 0.780 0.229 0.348 0.772 1.279
beta4_pH[5,7,2] 0.866 0.918 -0.744 0.783 2.854
beta4_pH[6,7,2] 1.575 1.987 -1.645 1.336 6.204
beta4_pH[7,7,2] 1.342 1.707 -1.662 1.163 5.153
beta4_pH[8,7,2] 0.847 0.580 -0.211 0.801 2.094
beta4_pH[9,7,2] 1.018 1.099 -0.894 0.919 3.496
beta4_pH[10,7,2] 0.728 0.232 0.264 0.724 1.208
beta4_pH[11,7,2] 0.788 0.285 0.239 0.786 1.360
beta4_pH[12,7,2] 0.845 0.607 -0.210 0.802 2.240
beta4_pH[13,7,2] 0.709 0.179 0.359 0.708 1.086
beta4_pH[14,7,2] 1.065 0.430 0.255 1.036 1.992
beta4_pH[15,7,2] 0.903 0.180 0.550 0.901 1.254
beta4_pH[16,7,2] 1.156 0.590 0.035 1.130 2.434
beta4_pH[1,8,2] 0.706 0.215 0.308 0.700 1.153
beta4_pH[2,8,2] 0.776 0.100 0.580 0.774 0.982
beta4_pH[3,8,2] 0.803 0.155 0.502 0.802 1.111
beta4_pH[4,8,2] 0.771 0.225 0.337 0.770 1.221
beta4_pH[5,8,2] 0.791 0.907 -0.919 0.749 2.719
beta4_pH[6,8,2] 1.545 1.854 -1.700 1.372 5.528
beta4_pH[7,8,2] 1.379 1.701 -1.681 1.200 5.273
beta4_pH[8,8,2] 0.844 0.561 -0.148 0.809 2.117
beta4_pH[9,8,2] 1.025 1.133 -0.978 0.909 3.439
beta4_pH[10,8,2] 0.736 0.236 0.276 0.728 1.217
beta4_pH[11,8,2] 0.791 0.283 0.242 0.792 1.341
beta4_pH[12,8,2] 0.839 0.615 -0.326 0.795 2.181
beta4_pH[13,8,2] 0.708 0.179 0.349 0.703 1.081
beta4_pH[14,8,2] 1.049 0.424 0.220 1.046 1.931
beta4_pH[15,8,2] 0.907 0.176 0.565 0.902 1.259
beta4_pH[16,8,2] 1.173 0.577 0.093 1.154 2.367
beta4_pH[1,9,2] 0.703 0.214 0.302 0.695 1.140
beta4_pH[2,9,2] 0.768 0.103 0.567 0.765 0.975
beta4_pH[3,9,2] 0.810 0.156 0.497 0.807 1.125
beta4_pH[4,9,2] 0.776 0.227 0.333 0.768 1.249
beta4_pH[5,9,2] 0.837 0.944 -0.744 0.771 2.848
beta4_pH[6,9,2] 1.576 1.900 -1.736 1.331 5.752
beta4_pH[7,9,2] 1.405 1.710 -1.783 1.195 5.370
beta4_pH[8,9,2] 0.841 0.588 -0.244 0.804 2.103
beta4_pH[9,9,2] 1.020 1.083 -0.891 0.915 3.489
beta4_pH[10,9,2] 0.733 0.235 0.278 0.724 1.217
beta4_pH[11,9,2] 0.786 0.291 0.223 0.783 1.392
beta4_pH[12,9,2] 0.847 0.603 -0.251 0.802 2.213
beta4_pH[13,9,2] 0.702 0.178 0.357 0.697 1.065
beta4_pH[14,9,2] 1.040 0.417 0.223 1.030 1.894
beta4_pH[15,9,2] 0.908 0.174 0.567 0.903 1.269
beta4_pH[16,9,2] 1.147 0.569 0.059 1.136 2.396
beta4_pH[1,10,2] 0.701 0.214 0.279 0.699 1.132
beta4_pH[2,10,2] 0.768 0.101 0.572 0.766 0.975
beta4_pH[3,10,2] 0.809 0.160 0.497 0.807 1.136
beta4_pH[4,10,2] 0.775 0.232 0.355 0.767 1.289
beta4_pH[5,10,2] 0.867 0.937 -0.753 0.786 3.066
beta4_pH[6,10,2] 1.544 1.939 -1.778 1.320 5.997
beta4_pH[7,10,2] 1.380 1.677 -1.640 1.203 5.189
beta4_pH[8,10,2] 0.844 0.568 -0.202 0.802 2.142
beta4_pH[9,10,2] 1.013 1.090 -0.889 0.905 3.458
beta4_pH[10,10,2] 0.739 0.238 0.295 0.726 1.223
beta4_pH[11,10,2] 0.804 0.294 0.257 0.789 1.406
beta4_pH[12,10,2] 0.850 0.589 -0.218 0.800 2.159
beta4_pH[13,10,2] 0.707 0.178 0.358 0.706 1.070
beta4_pH[14,10,2] 1.045 0.428 0.233 1.030 1.931
beta4_pH[15,10,2] 0.904 0.179 0.560 0.900 1.262
beta4_pH[16,10,2] 1.164 0.602 0.040 1.126 2.463
beta4_pH[1,11,2] 0.705 0.208 0.324 0.700 1.142
beta4_pH[2,11,2] 0.770 0.102 0.565 0.767 0.980
beta4_pH[3,11,2] 0.804 0.154 0.503 0.801 1.126
beta4_pH[4,11,2] 0.771 0.233 0.320 0.764 1.242
beta4_pH[5,11,2] 0.859 0.908 -0.779 0.783 2.889
beta4_pH[6,11,2] 1.574 2.029 -1.846 1.348 5.996
beta4_pH[7,11,2] 1.368 1.689 -1.639 1.225 5.242
beta4_pH[8,11,2] 0.843 0.579 -0.212 0.801 2.108
beta4_pH[9,11,2] 1.030 1.048 -0.813 0.920 3.431
beta4_pH[10,11,2] 0.737 0.225 0.307 0.732 1.201
beta4_pH[11,11,2] 0.791 0.291 0.243 0.785 1.394
beta4_pH[12,11,2] 0.835 0.598 -0.266 0.800 2.185
beta4_pH[13,11,2] 0.707 0.182 0.339 0.705 1.080
beta4_pH[14,11,2] 1.050 0.428 0.198 1.036 1.943
beta4_pH[15,11,2] 0.911 0.179 0.573 0.912 1.273
beta4_pH[16,11,2] 1.161 0.586 0.037 1.145 2.408
beta4_pH[1,12,2] 0.704 0.213 0.288 0.702 1.157
beta4_pH[2,12,2] 0.770 0.103 0.564 0.770 0.979
beta4_pH[3,12,2] 0.809 0.156 0.500 0.805 1.118
beta4_pH[4,12,2] 0.779 0.233 0.331 0.779 1.255
beta4_pH[5,12,2] 0.840 0.918 -0.723 0.754 2.830
beta4_pH[6,12,2] 1.578 1.946 -1.956 1.391 5.839
beta4_pH[7,12,2] 1.488 1.759 -1.428 1.235 5.743
beta4_pH[8,12,2] 0.833 0.578 -0.196 0.784 2.160
beta4_pH[9,12,2] 0.999 1.101 -0.903 0.878 3.523
beta4_pH[10,12,2] 0.738 0.233 0.288 0.729 1.240
beta4_pH[11,12,2] 0.775 0.286 0.210 0.770 1.351
beta4_pH[12,12,2] 0.844 0.585 -0.240 0.803 2.179
beta4_pH[13,12,2] 0.704 0.178 0.361 0.700 1.062
beta4_pH[14,12,2] 1.032 0.428 0.227 1.011 1.910
beta4_pH[15,12,2] 0.908 0.177 0.562 0.908 1.262
beta4_pH[16,12,2] 1.140 0.578 0.029 1.130 2.375
beta4_pH[1,13,2] 0.697 0.215 0.291 0.696 1.140
beta4_pH[2,13,2] 0.772 0.101 0.569 0.770 0.984
beta4_pH[3,13,2] 0.805 0.160 0.494 0.804 1.127
beta4_pH[4,13,2] 0.781 0.225 0.340 0.777 1.267
beta4_pH[5,13,2] 0.832 0.914 -0.750 0.764 2.835
beta4_pH[6,13,2] 1.491 1.885 -1.924 1.308 5.836
beta4_pH[7,13,2] 1.350 1.674 -1.680 1.138 5.264
beta4_pH[8,13,2] 0.836 0.581 -0.230 0.798 2.091
beta4_pH[9,13,2] 0.951 1.111 -1.077 0.853 3.436
beta4_pH[10,13,2] 0.739 0.237 0.278 0.731 1.242
beta4_pH[11,13,2] 0.783 0.291 0.225 0.781 1.370
beta4_pH[12,13,2] 0.848 0.584 -0.216 0.804 2.137
beta4_pH[13,13,2] 0.702 0.182 0.350 0.697 1.079
beta4_pH[14,13,2] 1.045 0.426 0.232 1.033 1.978
beta4_pH[15,13,2] 0.909 0.177 0.559 0.906 1.276
beta4_pH[16,13,2] 1.167 0.576 0.070 1.157 2.339
beta4_pH[1,14,2] 0.697 0.218 0.265 0.690 1.154
beta4_pH[2,14,2] 0.770 0.102 0.565 0.768 0.984
beta4_pH[3,14,2] 0.788 0.157 0.476 0.787 1.103
beta4_pH[4,14,2] 0.773 0.229 0.328 0.767 1.239
beta4_pH[5,14,2] 0.899 0.892 -0.670 0.813 2.942
beta4_pH[6,14,2] 1.612 1.902 -1.363 1.356 6.033
beta4_pH[7,14,2] 1.517 1.650 -1.087 1.262 5.389
beta4_pH[8,14,2] 0.850 0.562 -0.201 0.817 2.029
beta4_pH[9,14,2] 1.023 1.062 -0.778 0.875 3.491
beta4_pH[10,14,2] 0.734 0.235 0.282 0.733 1.235
beta4_pH[11,14,2] 0.782 0.290 0.213 0.781 1.384
beta4_pH[12,14,2] 0.839 0.592 -0.230 0.795 2.121
beta4_pH[13,14,2] 0.707 0.177 0.348 0.707 1.066
beta4_pH[14,14,2] 1.044 0.425 0.238 1.037 1.917
beta4_pH[15,14,2] 0.908 0.178 0.566 0.904 1.271
beta4_pH[16,14,2] 1.157 0.558 0.118 1.138 2.406
beta4_pH[1,15,2] 0.705 0.215 0.294 0.698 1.144
beta4_pH[2,15,2] 0.775 0.102 0.575 0.774 0.985
beta4_pH[3,15,2] 0.816 0.154 0.524 0.811 1.135
beta4_pH[4,15,2] 0.780 0.229 0.328 0.780 1.253
beta4_pH[5,15,2] 0.887 0.884 -0.625 0.790 2.976
beta4_pH[6,15,2] 1.567 1.875 -1.364 1.342 5.882
beta4_pH[7,15,2] 1.561 1.559 -0.984 1.305 5.431
beta4_pH[8,15,2] 0.835 0.568 -0.232 0.800 2.097
beta4_pH[9,15,2] 1.014 1.051 -0.864 0.884 3.420
beta4_pH[10,15,2] 0.735 0.240 0.285 0.726 1.246
beta4_pH[11,15,2] 0.804 0.288 0.252 0.794 1.416
beta4_pH[12,15,2] 0.843 0.591 -0.245 0.810 2.108
beta4_pH[13,15,2] 0.716 0.175 0.371 0.712 1.068
beta4_pH[14,15,2] 1.065 0.420 0.255 1.045 1.998
beta4_pH[15,15,2] 0.911 0.172 0.579 0.911 1.263
beta4_pH[16,15,2] 1.166 0.577 0.077 1.142 2.360
beta4_pH[1,16,2] 0.704 0.215 0.286 0.700 1.149
beta4_pH[2,16,2] 0.774 0.103 0.580 0.770 0.992
beta4_pH[3,16,2] 0.804 0.158 0.501 0.801 1.131
beta4_pH[4,16,2] 0.782 0.230 0.340 0.780 1.262
beta4_pH[5,16,2] 0.859 0.887 -0.684 0.804 2.900
beta4_pH[6,16,2] 1.580 1.802 -1.433 1.356 5.704
beta4_pH[7,16,2] 1.562 1.539 -0.826 1.313 5.359
beta4_pH[8,16,2] 0.819 0.592 -0.339 0.794 2.065
beta4_pH[9,16,2] 1.055 1.049 -0.783 0.925 3.426
beta4_pH[10,16,2] 0.736 0.234 0.292 0.728 1.222
beta4_pH[11,16,2] 0.773 0.289 0.216 0.775 1.369
beta4_pH[12,16,2] 0.838 0.589 -0.283 0.785 2.099
beta4_pH[13,16,2] 0.705 0.180 0.354 0.701 1.084
beta4_pH[14,16,2] 1.026 0.425 0.190 1.016 1.939
beta4_pH[15,16,2] 0.906 0.181 0.556 0.901 1.271
beta4_pH[16,16,2] 1.168 0.574 0.099 1.138 2.430
beta4_pH[1,17,2] 0.704 0.216 0.292 0.695 1.168
beta4_pH[2,17,2] 0.772 0.098 0.576 0.771 0.967
beta4_pH[3,17,2] 0.804 0.154 0.526 0.801 1.122
beta4_pH[4,17,2] 0.775 0.234 0.309 0.773 1.265
beta4_pH[5,17,2] 0.902 0.899 -0.528 0.807 2.963
beta4_pH[6,17,2] 1.552 1.877 -1.534 1.353 5.843
beta4_pH[7,17,2] 1.598 1.558 -0.685 1.291 5.536
beta4_pH[8,17,2] 0.821 0.582 -0.324 0.785 2.157
beta4_pH[9,17,2] 1.038 1.060 -0.856 0.906 3.505
beta4_pH[10,17,2] 0.734 0.233 0.297 0.726 1.224
beta4_pH[11,17,2] 0.773 0.295 0.188 0.776 1.366
beta4_pH[12,17,2] 0.844 0.583 -0.235 0.807 2.179
beta4_pH[13,17,2] 0.698 0.177 0.347 0.698 1.061
beta4_pH[14,17,2] 1.066 0.419 0.264 1.049 1.966
beta4_pH[15,17,2] 0.898 0.177 0.538 0.895 1.252
beta4_pH[16,17,2] 1.093 0.606 -0.163 1.089 2.305
beta4_pH[1,18,2] 0.708 0.213 0.297 0.698 1.161
beta4_pH[2,18,2] 0.769 0.102 0.573 0.770 0.977
beta4_pH[3,18,2] 0.803 0.155 0.507 0.798 1.114
beta4_pH[4,18,2] 0.782 0.231 0.352 0.771 1.270
beta4_pH[5,18,2] 0.865 0.878 -0.568 0.763 2.752
beta4_pH[6,18,2] 1.613 1.900 -1.430 1.415 5.697
beta4_pH[7,18,2] 1.482 1.587 -1.137 1.243 5.399
beta4_pH[8,18,2] 0.829 0.582 -0.238 0.795 2.108
beta4_pH[9,18,2] 1.027 1.061 -0.808 0.911 3.511
beta4_pH[10,18,2] 0.736 0.237 0.284 0.726 1.234
beta4_pH[11,18,2] 0.788 0.287 0.227 0.776 1.401
beta4_pH[12,18,2] 0.841 0.585 -0.145 0.796 2.098
beta4_pH[13,18,2] 0.705 0.183 0.344 0.703 1.073
beta4_pH[14,18,2] 1.058 0.422 0.217 1.033 1.960
beta4_pH[15,18,2] 0.912 0.178 0.565 0.910 1.273
beta4_pH[16,18,2] 1.118 0.601 -0.041 1.092 2.354
beta4_pH[1,19,2] 0.698 0.215 0.275 0.695 1.130
beta4_pH[2,19,2] 0.769 0.104 0.565 0.765 0.982
beta4_pH[3,19,2] 0.810 0.149 0.510 0.809 1.121
beta4_pH[4,19,2] 0.778 0.239 0.308 0.767 1.282
beta4_pH[5,19,2] 0.886 0.843 -0.524 0.792 2.742
beta4_pH[6,19,2] 1.697 1.951 -1.300 1.412 6.194
beta4_pH[7,19,2] 1.673 1.578 -0.642 1.373 5.480
beta4_pH[8,19,2] 0.831 0.579 -0.230 0.797 2.138
beta4_pH[9,19,2] 1.021 1.076 -0.895 0.907 3.460
beta4_pH[10,19,2] 0.735 0.227 0.304 0.730 1.212
beta4_pH[11,19,2] 0.784 0.296 0.187 0.781 1.379
beta4_pH[12,19,2] 0.854 0.600 -0.244 0.801 2.145
beta4_pH[13,19,2] 0.699 0.176 0.361 0.693 1.071
beta4_pH[14,19,2] 1.042 0.414 0.257 1.023 1.914
beta4_pH[15,19,2] 0.902 0.180 0.547 0.899 1.268
beta4_pH[16,19,2] 1.146 0.580 0.016 1.133 2.389
beta4_pH[1,20,2] 0.694 0.209 0.285 0.697 1.108
beta4_pH[2,20,2] 0.767 0.101 0.563 0.766 0.980
beta4_pH[3,20,2] 0.742 0.165 0.417 0.744 1.064
beta4_pH[4,20,2] 0.775 0.233 0.326 0.761 1.267
beta4_pH[5,20,2] 0.849 0.912 -0.717 0.757 2.930
beta4_pH[6,20,2] 1.669 1.870 -1.239 1.374 6.336
beta4_pH[7,20,2] 1.510 1.556 -0.989 1.290 5.237
beta4_pH[8,20,2] 0.822 0.577 -0.308 0.791 2.121
beta4_pH[9,20,2] 0.974 1.120 -1.289 0.887 3.490
beta4_pH[10,20,2] 0.737 0.235 0.295 0.728 1.217
beta4_pH[11,20,2] 0.779 0.294 0.188 0.780 1.372
beta4_pH[12,20,2] 0.851 0.588 -0.251 0.809 2.112
beta4_pH[13,20,2] 0.702 0.178 0.347 0.701 1.074
beta4_pH[14,20,2] 1.047 0.423 0.251 1.030 1.922
beta4_pH[15,20,2] 0.909 0.179 0.572 0.899 1.279
beta4_pH[16,20,2] 1.162 0.610 0.036 1.130 2.441
beta4_pH[1,21,2] 0.707 0.211 0.294 0.700 1.145
beta4_pH[2,21,2] 0.770 0.101 0.573 0.769 0.979
beta4_pH[3,21,2] 0.813 0.157 0.505 0.807 1.141
beta4_pH[4,21,2] 0.772 0.235 0.313 0.768 1.253
beta4_pH[5,21,2] 0.849 0.927 -0.714 0.752 2.918
beta4_pH[6,21,2] 1.634 1.886 -1.300 1.386 5.950
beta4_pH[7,21,2] 0.010 2.022 -3.787 0.483 3.641
beta4_pH[8,21,2] 0.830 0.563 -0.221 0.806 2.001
beta4_pH[9,21,2] 0.968 1.094 -1.040 0.877 3.421
beta4_pH[10,21,2] 0.736 0.239 0.292 0.727 1.246
beta4_pH[11,21,2] 0.779 0.297 0.173 0.776 1.369
beta4_pH[12,21,2] 0.844 0.602 -0.228 0.787 2.197
beta4_pH[13,21,2] 0.700 0.181 0.343 0.698 1.069
beta4_pH[14,21,2] 1.036 0.430 0.238 1.011 1.924
beta4_pH[15,21,2] 0.906 0.180 0.563 0.900 1.273
beta4_pH[16,21,2] 1.163 0.574 0.086 1.146 2.377
beta4_pH[1,22,2] 0.698 0.216 0.283 0.697 1.143
beta4_pH[2,22,2] 0.775 0.099 0.584 0.771 0.977
beta4_pH[3,22,2] 0.807 0.153 0.509 0.807 1.113
beta4_pH[4,22,2] 0.781 0.227 0.346 0.774 1.243
beta4_pH[5,22,2] 0.923 0.865 -0.488 0.824 2.899
beta4_pH[6,22,2] 1.740 1.869 -1.080 1.451 6.085
beta4_pH[7,22,2] 0.042 2.030 -3.750 0.478 3.661
beta4_pH[8,22,2] 0.822 0.592 -0.269 0.806 2.153
beta4_pH[9,22,2] 1.066 1.103 -0.748 0.930 3.629
beta4_pH[10,22,2] 0.730 0.233 0.276 0.728 1.207
beta4_pH[11,22,2] 0.771 0.285 0.203 0.769 1.349
beta4_pH[12,22,2] 0.855 0.585 -0.231 0.812 2.145
beta4_pH[13,22,2] 0.703 0.177 0.351 0.702 1.068
beta4_pH[14,22,2] 1.050 0.422 0.252 1.022 1.964
beta4_pH[15,22,2] 0.906 0.179 0.552 0.900 1.279
beta4_pH[16,22,2] 1.147 0.591 0.018 1.122 2.384
beta4_pH[1,23,2] 0.707 0.214 0.276 0.702 1.139
beta4_pH[2,23,2] 0.775 0.104 0.570 0.773 0.991
beta4_pH[3,23,2] 0.793 0.152 0.497 0.787 1.116
beta4_pH[4,23,2] 0.773 0.226 0.346 0.765 1.243
beta4_pH[5,23,2] 0.881 0.915 -0.641 0.783 2.957
beta4_pH[6,23,2] 1.634 1.885 -1.284 1.331 6.168
beta4_pH[7,23,2] 1.415 1.624 -1.329 1.203 5.448
beta4_pH[8,23,2] 0.843 0.564 -0.239 0.808 2.058
beta4_pH[9,23,2] 1.048 1.073 -0.730 0.923 3.633
beta4_pH[10,23,2] 0.734 0.230 0.269 0.730 1.203
beta4_pH[11,23,2] 0.785 0.291 0.239 0.779 1.380
beta4_pH[12,23,2] 0.837 0.578 -0.197 0.783 2.054
beta4_pH[13,23,2] 0.708 0.184 0.360 0.704 1.095
beta4_pH[14,23,2] 1.068 0.433 0.286 1.042 2.000
beta4_pH[15,23,2] 0.911 0.181 0.559 0.908 1.277
beta4_pH[16,23,2] 1.149 0.576 0.058 1.131 2.353
beta4_pH[1,24,2] 0.708 0.218 0.276 0.700 1.176
beta4_pH[2,24,2] 0.769 0.102 0.567 0.767 0.980
beta4_pH[3,24,2] 0.766 0.157 0.463 0.762 1.084
beta4_pH[4,24,2] 0.788 0.226 0.351 0.780 1.258
beta4_pH[5,24,2] 0.864 0.894 -0.701 0.767 2.878
beta4_pH[6,24,2] 1.651 1.824 -1.220 1.388 5.904
beta4_pH[7,24,2] 1.282 1.646 -1.766 1.129 4.962
beta4_pH[8,24,2] 0.856 0.560 -0.131 0.809 2.181
beta4_pH[9,24,2] 0.981 1.096 -0.979 0.900 3.429
beta4_pH[10,24,2] 0.735 0.234 0.274 0.727 1.251
beta4_pH[11,24,2] 0.953 0.231 0.513 0.943 1.429
beta4_pH[12,24,2] 0.856 0.591 -0.224 0.791 2.193
beta4_pH[13,24,2] 0.702 0.180 0.353 0.698 1.067
beta4_pH[14,24,2] 1.062 0.426 0.294 1.038 1.975
beta4_pH[15,24,2] 0.908 0.179 0.560 0.906 1.270
beta4_pH[16,24,2] 1.192 0.563 0.145 1.166 2.419
beta4_pH[1,25,2] 0.700 0.214 0.279 0.695 1.138
beta4_pH[2,25,2] 0.768 0.100 0.578 0.768 0.972
beta4_pH[3,25,2] 0.815 0.153 0.513 0.814 1.119
beta4_pH[4,25,2] 0.772 0.234 0.302 0.768 1.243
beta4_pH[5,25,2] 0.871 0.895 -0.569 0.776 2.958
beta4_pH[6,25,2] 1.700 1.774 -1.062 1.438 5.844
beta4_pH[7,25,2] 1.486 1.593 -1.094 1.231 5.372
beta4_pH[8,25,2] 0.858 0.552 -0.129 0.825 2.061
beta4_pH[9,25,2] 0.991 1.060 -0.939 0.876 3.474
beta4_pH[10,25,2] 0.739 0.230 0.303 0.728 1.212
beta4_pH[11,25,2] 0.959 0.229 0.534 0.949 1.424
beta4_pH[12,25,2] 0.857 0.601 -0.171 0.812 2.202
beta4_pH[13,25,2] 0.706 0.181 0.366 0.702 1.076
beta4_pH[14,25,2] 1.075 0.412 0.284 1.052 1.979
beta4_pH[15,25,2] 0.909 0.176 0.568 0.906 1.262
beta4_pH[16,25,2] 1.183 0.573 0.106 1.161 2.381
beta4_pH[1,26,2] 0.697 0.217 0.271 0.694 1.145
beta4_pH[2,26,2] 0.772 0.101 0.569 0.770 0.983
beta4_pH[3,26,2] 0.806 0.156 0.507 0.805 1.124
beta4_pH[4,26,2] 0.764 0.242 0.263 0.757 1.245
beta4_pH[5,26,2] 0.896 0.912 -0.572 0.795 3.012
beta4_pH[6,26,2] 1.660 1.893 -1.266 1.413 5.989
beta4_pH[7,26,2] 1.553 1.590 -1.067 1.286 5.633
beta4_pH[8,26,2] 0.817 0.576 -0.272 0.776 2.100
beta4_pH[9,26,2] 1.029 1.072 -0.831 0.915 3.472
beta4_pH[10,26,2] 0.737 0.235 0.289 0.729 1.225
beta4_pH[11,26,2] 0.877 0.227 0.464 0.871 1.361
beta4_pH[12,26,2] 0.822 0.619 -0.339 0.783 2.205
beta4_pH[13,26,2] 0.713 0.180 0.368 0.708 1.079
beta4_pH[14,26,2] 1.061 0.417 0.251 1.053 1.911
beta4_pH[15,26,2] 0.910 0.176 0.567 0.905 1.266
beta4_pH[16,26,2] 1.178 0.546 0.153 1.158 2.351
beta4_pH[1,27,2] 0.706 0.212 0.277 0.704 1.140
beta4_pH[2,27,2] 0.774 0.102 0.572 0.771 0.982
beta4_pH[3,27,2] 0.817 0.150 0.526 0.814 1.126
beta4_pH[4,27,2] 0.771 0.233 0.337 0.758 1.288
beta4_pH[5,27,2] 0.899 0.868 -0.538 0.819 2.912
beta4_pH[6,27,2] 1.687 1.834 -1.078 1.386 6.195
beta4_pH[7,27,2] 1.499 1.560 -0.975 1.235 5.340
beta4_pH[8,27,2] 0.780 0.591 -0.433 0.760 2.077
beta4_pH[9,27,2] 1.026 1.087 -0.825 0.892 3.466
beta4_pH[10,27,2] 0.732 0.233 0.267 0.723 1.229
beta4_pH[11,27,2] 1.039 0.248 0.600 1.027 1.566
beta4_pH[12,27,2] 0.841 0.604 -0.257 0.796 2.162
beta4_pH[13,27,2] 0.713 0.179 0.357 0.707 1.084
beta4_pH[14,27,2] 1.049 0.430 0.239 1.043 1.955
beta4_pH[15,27,2] 1.066 0.177 0.754 1.057 1.453
beta4_pH[16,27,2] 1.623 0.487 0.815 1.572 2.745
beta4_pH[1,28,2] 0.704 0.213 0.289 0.703 1.127
beta4_pH[2,28,2] 0.771 0.105 0.564 0.769 0.980
beta4_pH[3,28,2] 0.768 0.159 0.464 0.764 1.093
beta4_pH[4,28,2] 0.774 0.230 0.336 0.769 1.239
beta4_pH[5,28,2] 0.758 0.950 -1.012 0.701 2.944
beta4_pH[6,28,2] 1.746 1.809 -0.939 1.451 5.920
beta4_pH[7,28,2] 1.247 1.708 -1.783 1.076 5.230
beta4_pH[8,28,2] 0.815 0.580 -0.240 0.776 2.061
beta4_pH[9,28,2] 1.044 1.074 -0.860 0.929 3.536
beta4_pH[10,28,2] 0.740 0.233 0.306 0.737 1.233
beta4_pH[11,28,2] 1.121 0.271 0.629 1.107 1.712
beta4_pH[12,28,2] 0.830 0.591 -0.254 0.790 2.046
beta4_pH[13,28,2] 0.702 0.179 0.361 0.699 1.079
beta4_pH[14,28,2] 1.062 0.430 0.236 1.041 1.976
beta4_pH[15,28,2] 1.089 0.181 0.778 1.074 1.489
beta4_pH[16,28,2] 1.171 0.575 0.050 1.143 2.324
beta4_pH[1,29,2] 0.704 0.219 0.295 0.695 1.174
beta4_pH[2,29,2] 0.772 0.103 0.578 0.770 0.981
beta4_pH[3,29,2] 0.810 0.154 0.503 0.805 1.130
beta4_pH[4,29,2] 0.779 0.233 0.326 0.773 1.262
beta4_pH[5,29,2] 0.801 0.901 -0.838 0.701 2.829
beta4_pH[6,29,2] 1.658 1.920 -1.206 1.379 6.043
beta4_pH[7,29,2] 1.409 1.572 -1.243 1.197 5.181
beta4_pH[8,29,2] 0.860 0.563 -0.115 0.799 2.187
beta4_pH[9,29,2] 1.015 1.073 -0.915 0.905 3.484
beta4_pH[10,29,2] 0.735 0.232 0.291 0.723 1.220
beta4_pH[11,29,2] 0.790 0.291 0.243 0.780 1.383
beta4_pH[12,29,2] 0.851 0.570 -0.191 0.808 2.163
beta4_pH[13,29,2] 0.705 0.178 0.351 0.700 1.066
beta4_pH[14,29,2] 1.241 0.372 0.569 1.219 2.044
beta4_pH[15,29,2] 1.093 0.179 0.791 1.078 1.502
beta4_pH[16,29,2] 1.164 0.554 0.152 1.138 2.376
beta4_pH[1,30,2] 0.708 0.207 0.308 0.704 1.138
beta4_pH[2,30,2] 0.768 0.102 0.567 0.768 0.974
beta4_pH[3,30,2] 0.817 0.152 0.529 0.813 1.138
beta4_pH[4,30,2] 0.774 0.232 0.315 0.772 1.238
beta4_pH[5,30,2] 0.774 0.923 -0.922 0.705 2.768
beta4_pH[6,30,2] 1.652 1.887 -1.247 1.385 5.996
beta4_pH[7,30,2] 1.621 1.645 -0.825 1.329 5.682
beta4_pH[8,30,2] 0.836 0.571 -0.236 0.788 2.140
beta4_pH[9,30,2] 1.052 1.078 -0.773 0.916 3.553
beta4_pH[10,30,2] 0.744 0.240 0.297 0.730 1.263
beta4_pH[11,30,2] 0.869 0.225 0.448 0.860 1.340
beta4_pH[12,30,2] 0.540 0.534 -0.657 0.562 1.551
beta4_pH[13,30,2] 0.709 0.178 0.360 0.705 1.070
beta4_pH[14,30,2] 0.987 0.352 0.300 0.984 1.685
beta4_pH[15,30,2] 0.904 0.153 0.608 0.905 1.214
beta4_pH[16,30,2] 0.994 0.342 0.336 0.994 1.694
beta4_pH[1,31,2] 0.702 0.213 0.287 0.698 1.140
beta4_pH[2,31,2] 0.770 0.103 0.578 0.767 0.979
beta4_pH[3,31,2] 0.807 0.154 0.504 0.802 1.119
beta4_pH[4,31,2] 0.781 0.235 0.337 0.778 1.274
beta4_pH[5,31,2] 0.754 0.892 -0.805 0.700 2.694
beta4_pH[6,31,2] 1.631 1.866 -1.298 1.393 6.029
beta4_pH[7,31,2] 0.995 1.682 -1.986 0.883 4.976
beta4_pH[8,31,2] 0.847 0.554 -0.188 0.802 2.093
beta4_pH[9,31,2] 1.023 1.032 -0.775 0.911 3.563
beta4_pH[10,31,2] 0.738 0.231 0.307 0.728 1.212
beta4_pH[11,31,2] 0.919 0.239 0.472 0.905 1.419
beta4_pH[12,31,2] 0.661 0.467 -0.284 0.664 1.608
beta4_pH[13,31,2] 0.700 0.184 0.339 0.696 1.060
beta4_pH[14,31,2] 1.365 0.412 0.668 1.318 2.306
beta4_pH[15,31,2] 0.930 0.155 0.637 0.928 1.239
beta4_pH[16,31,2] 1.652 0.484 0.860 1.605 2.729
beta4_pH[1,32,2] 0.706 0.213 0.288 0.702 1.146
beta4_pH[2,32,2] 0.772 0.102 0.565 0.770 0.975
beta4_pH[3,32,2] 0.809 0.155 0.507 0.808 1.121
beta4_pH[4,32,2] 0.770 0.233 0.315 0.767 1.245
beta4_pH[5,32,2] 0.895 0.908 -0.587 0.794 2.915
beta4_pH[6,32,2] 1.690 1.883 -1.234 1.412 6.355
beta4_pH[7,32,2] 0.822 1.771 -2.550 0.846 4.757
beta4_pH[8,32,2] 0.843 0.552 -0.143 0.802 2.131
beta4_pH[9,32,2] 1.036 1.076 -0.963 0.934 3.555
beta4_pH[10,32,2] 0.736 0.237 0.263 0.730 1.232
beta4_pH[11,32,2] 0.769 0.226 0.337 0.761 1.217
beta4_pH[12,32,2] 1.035 0.563 0.142 0.954 2.386
beta4_pH[13,32,2] 0.704 0.177 0.359 0.700 1.071
beta4_pH[14,32,2] 1.159 0.364 0.494 1.140 1.910
beta4_pH[15,32,2] 0.796 0.156 0.475 0.803 1.083
beta4_pH[16,32,2] 1.682 0.479 0.899 1.628 2.781
beta4_pH[1,33,2] 0.698 0.216 0.268 0.701 1.147
beta4_pH[2,33,2] 0.768 0.102 0.570 0.764 0.979
beta4_pH[3,33,2] 0.804 0.155 0.514 0.800 1.128
beta4_pH[4,33,2] 0.775 0.231 0.330 0.774 1.254
beta4_pH[5,33,2] 0.831 0.875 -0.725 0.763 2.769
beta4_pH[6,33,2] 1.653 1.952 -1.236 1.361 6.261
beta4_pH[7,33,2] 1.568 1.570 -0.818 1.268 5.369
beta4_pH[8,33,2] 0.846 0.576 -0.219 0.797 2.158
beta4_pH[9,33,2] 1.008 1.055 -1.006 0.933 3.418
beta4_pH[10,33,2] 0.735 0.234 0.293 0.729 1.217
beta4_pH[11,33,2] 0.857 0.229 0.429 0.851 1.327
beta4_pH[12,33,2] 0.798 0.472 -0.102 0.778 1.803
beta4_pH[13,33,2] 0.697 0.182 0.344 0.693 1.078
beta4_pH[14,33,2] 1.126 0.356 0.471 1.099 1.889
beta4_pH[15,33,2] 0.876 0.158 0.560 0.878 1.198
beta4_pH[16,33,2] 1.720 0.493 0.912 1.671 2.810
beta4_pH[1,34,2] 0.703 0.219 0.273 0.697 1.146
beta4_pH[2,34,2] 0.773 0.102 0.573 0.769 0.979
beta4_pH[3,34,2] 0.800 0.157 0.497 0.798 1.117
beta4_pH[4,34,2] 0.770 0.230 0.330 0.765 1.248
beta4_pH[5,34,2] 0.834 0.873 -0.693 0.737 2.863
beta4_pH[6,34,2] 1.628 1.950 -1.286 1.383 6.015
beta4_pH[7,34,2] 1.546 1.592 -0.941 1.281 5.518
beta4_pH[8,34,2] 0.842 0.543 -0.165 0.801 2.056
beta4_pH[9,34,2] 1.019 1.111 -0.940 0.911 3.669
beta4_pH[10,34,2] 0.737 0.232 0.288 0.727 1.217
beta4_pH[11,34,2] 0.751 0.221 0.318 0.748 1.195
beta4_pH[12,34,2] 1.040 0.576 0.159 0.954 2.356
beta4_pH[13,34,2] 0.703 0.178 0.347 0.700 1.071
beta4_pH[14,34,2] 1.344 0.402 0.673 1.309 2.258
beta4_pH[15,34,2] 0.964 0.155 0.661 0.963 1.273
beta4_pH[16,34,2] 1.380 0.345 0.767 1.356 2.118
beta4_pH[1,35,2] 0.413 0.146 0.200 0.388 0.771
beta4_pH[2,35,2] 0.774 0.080 0.626 0.769 0.950
beta4_pH[3,35,2] 0.961 0.139 0.702 0.952 1.255
beta4_pH[4,35,2] 0.653 0.198 0.326 0.631 1.088
beta4_pH[5,35,2] 0.125 0.091 0.027 0.100 0.371
beta4_pH[6,35,2] 0.793 0.691 0.124 0.598 2.615
beta4_pH[7,35,2] 3.025 2.560 0.458 2.115 9.430
beta4_pH[8,35,2] 0.523 0.261 0.181 0.469 1.166
beta4_pH[9,35,2] 0.608 0.544 0.106 0.450 2.069
beta4_pH[10,35,2] 0.630 0.134 0.407 0.614 0.931
beta4_pH[11,35,2] 0.966 0.224 0.575 0.950 1.457
beta4_pH[12,35,2] 1.646 0.865 0.482 1.483 3.783
beta4_pH[13,35,2] 0.722 0.106 0.535 0.716 0.956
beta4_pH[14,35,2] 1.190 0.406 0.569 1.145 2.147
beta4_pH[15,35,2] 0.999 0.140 0.747 0.993 1.295
beta4_pH[16,35,2] 1.321 0.540 0.506 1.244 2.604
beta4_pH[1,36,2] 0.913 0.204 0.584 0.893 1.382
beta4_pH[2,36,2] 0.834 0.102 0.652 0.828 1.042
beta4_pH[3,36,2] 0.811 0.125 0.590 0.804 1.068
beta4_pH[4,36,2] 0.952 0.245 0.546 0.925 1.484
beta4_pH[5,36,2] 0.645 0.729 0.071 0.417 2.506
beta4_pH[6,36,2] 3.887 2.853 0.686 3.201 11.773
beta4_pH[7,36,2] 1.114 0.673 0.340 0.952 2.828
beta4_pH[8,36,2] 0.918 0.390 0.376 0.841 1.895
beta4_pH[9,36,2] 0.543 0.389 0.118 0.448 1.580
beta4_pH[10,36,2] 0.460 0.126 0.258 0.441 0.753
beta4_pH[11,36,2] 0.594 0.113 0.400 0.583 0.847
beta4_pH[12,36,2] 0.977 0.491 0.314 0.879 2.172
beta4_pH[13,36,2] 0.790 0.127 0.571 0.780 1.057
beta4_pH[14,36,2] 1.638 0.481 0.829 1.583 2.693
beta4_pH[15,36,2] 1.154 0.173 0.845 1.147 1.524
beta4_pH[16,36,2] 1.176 0.504 0.497 1.081 2.416
beta4_pH[1,37,2] 0.765 0.181 0.476 0.744 1.169
beta4_pH[2,37,2] 0.763 0.081 0.616 0.758 0.932
beta4_pH[3,37,2] 0.866 0.117 0.664 0.858 1.121
beta4_pH[4,37,2] 0.721 0.172 0.430 0.706 1.093
beta4_pH[5,37,2] 0.934 0.926 0.113 0.648 3.527
beta4_pH[6,37,2] 1.845 1.578 0.269 1.382 6.108
beta4_pH[7,37,2] 1.263 0.923 0.303 0.998 3.807
beta4_pH[8,37,2] 0.972 0.403 0.407 0.895 1.965
beta4_pH[9,37,2] 1.624 1.408 0.206 1.166 5.315
beta4_pH[10,37,2] 0.775 0.156 0.514 0.762 1.124
beta4_pH[11,37,2] 1.108 0.222 0.716 1.091 1.575
beta4_pH[12,37,2] 0.786 0.500 0.211 0.670 2.020
beta4_pH[13,37,2] 0.619 0.094 0.459 0.612 0.826
beta4_pH[14,37,2] 0.913 0.274 0.477 0.882 1.536
beta4_pH[15,37,2] 0.762 0.114 0.561 0.754 1.019
beta4_pH[16,37,2] 0.629 0.194 0.330 0.599 1.077
beta4_pH[1,38,2] 0.748 0.153 0.482 0.736 1.086
beta4_pH[2,38,2] 0.709 0.080 0.563 0.705 0.880
beta4_pH[3,38,2] 0.822 0.130 0.594 0.812 1.100
beta4_pH[4,38,2] 0.865 0.182 0.542 0.855 1.268
beta4_pH[5,38,2] 0.520 0.439 0.099 0.397 1.715
beta4_pH[6,38,2] 1.467 1.409 0.159 1.014 5.338
beta4_pH[7,38,2] 0.483 0.285 0.145 0.415 1.238
beta4_pH[8,38,2] 0.767 0.304 0.337 0.717 1.513
beta4_pH[9,38,2] 1.507 0.973 0.369 1.255 3.972
beta4_pH[10,38,2] 0.720 0.157 0.465 0.701 1.072
beta4_pH[11,38,2] 0.588 0.142 0.351 0.573 0.909
beta4_pH[12,38,2] 0.753 0.450 0.203 0.648 1.938
beta4_pH[13,38,2] 0.906 0.180 0.613 0.887 1.316
beta4_pH[14,38,2] 1.078 0.331 0.540 1.038 1.824
beta4_pH[15,38,2] 0.873 0.101 0.691 0.868 1.087
beta4_pH[16,38,2] 1.265 0.404 0.573 1.230 2.158
beta4_pH[1,39,2] 0.697 0.141 0.460 0.684 1.025
beta4_pH[2,39,2] 0.848 0.092 0.680 0.844 1.041
beta4_pH[3,39,2] 0.808 0.105 0.622 0.802 1.037
beta4_pH[4,39,2] 0.727 0.177 0.424 0.716 1.096
beta4_pH[5,39,2] 1.015 0.968 0.112 0.711 3.638
beta4_pH[6,39,2] 0.477 0.654 0.036 0.273 2.156
beta4_pH[7,39,2] 2.325 2.332 0.298 1.489 9.162
beta4_pH[8,39,2] 1.419 0.748 0.453 1.262 3.354
beta4_pH[9,39,2] 1.864 1.370 0.376 1.487 5.400
beta4_pH[10,39,2] 0.756 0.206 0.439 0.727 1.231
beta4_pH[11,39,2] 0.996 0.245 0.576 0.970 1.536
beta4_pH[12,39,2] 0.775 0.443 0.236 0.670 1.911
beta4_pH[13,39,2] 0.720 0.117 0.515 0.710 0.971
beta4_pH[14,39,2] 1.067 0.332 0.531 1.035 1.807
beta4_pH[15,39,2] 1.024 0.110 0.824 1.019 1.249
beta4_pH[16,39,2] 1.661 0.593 0.698 1.591 2.994
beta4_pH[1,40,2] 0.776 0.134 0.549 0.766 1.074
beta4_pH[2,40,2] 0.765 0.084 0.617 0.760 0.946
beta4_pH[3,40,2] 0.863 0.119 0.651 0.858 1.122
beta4_pH[4,40,2] 0.805 0.158 0.533 0.794 1.146
beta4_pH[5,40,2] 0.315 0.222 0.076 0.259 0.866
beta4_pH[6,40,2] 1.744 1.508 0.240 1.297 5.867
beta4_pH[7,40,2] 1.743 1.711 0.258 1.169 6.871
beta4_pH[8,40,2] 0.372 0.294 0.074 0.291 1.117
beta4_pH[9,40,2] 0.520 0.505 0.072 0.378 1.818
beta4_pH[10,40,2] 0.914 0.250 0.522 0.883 1.486
beta4_pH[11,40,2] 0.509 0.124 0.307 0.496 0.787
beta4_pH[12,40,2] 0.642 0.376 0.190 0.550 1.635
beta4_pH[13,40,2] 0.782 0.119 0.572 0.776 1.038
beta4_pH[14,40,2] 0.848 0.261 0.436 0.813 1.456
beta4_pH[15,40,2] 0.865 0.100 0.686 0.861 1.079
beta4_pH[16,40,2] 1.510 0.687 0.555 1.384 3.181
beta4_pH[1,41,2] 0.611 0.133 0.395 0.600 0.912
beta4_pH[2,41,2] 0.761 0.093 0.594 0.756 0.951
beta4_pH[3,41,2] 0.795 0.113 0.597 0.788 1.031
beta4_pH[4,41,2] 0.827 0.251 0.407 0.799 1.381
beta4_pH[5,41,2] 1.357 0.715 0.412 1.194 3.119
beta4_pH[6,41,2] 2.366 1.998 0.285 1.759 7.618
beta4_pH[7,41,2] 0.805 0.501 0.241 0.691 2.121
beta4_pH[8,41,2] 1.186 0.701 0.348 1.024 2.932
beta4_pH[9,41,2] 0.513 0.550 0.064 0.343 1.929
beta4_pH[10,41,2] 0.778 0.171 0.495 0.763 1.163
beta4_pH[11,41,2] 0.950 0.214 0.579 0.933 1.418
beta4_pH[12,41,2] 0.688 0.273 0.293 0.645 1.364
beta4_pH[13,41,2] 0.694 0.112 0.499 0.685 0.943
beta4_pH[14,41,2] 1.045 0.262 0.604 1.018 1.615
beta4_pH[15,41,2] 0.783 0.097 0.610 0.775 0.992
beta4_pH[16,41,2] 0.920 0.296 0.435 0.891 1.584
beta4_pH[1,42,2] 0.655 0.131 0.440 0.644 0.943
beta4_pH[2,42,2] 0.754 0.091 0.592 0.750 0.945
beta4_pH[3,42,2] 0.706 0.119 0.502 0.697 0.966
beta4_pH[4,42,2] 0.822 0.198 0.485 0.810 1.269
beta4_pH[5,42,2] 1.226 1.142 0.158 0.868 4.431
beta4_pH[6,42,2] 0.334 0.264 0.068 0.261 1.018
beta4_pH[7,42,2] 0.955 0.660 0.269 0.789 2.630
beta4_pH[8,42,2] 0.786 0.348 0.320 0.716 1.675
beta4_pH[9,42,2] 0.792 0.596 0.168 0.635 2.293
beta4_pH[10,42,2] 0.914 0.209 0.574 0.889 1.390
beta4_pH[11,42,2] 0.676 0.137 0.440 0.664 0.983
beta4_pH[12,42,2] 0.711 0.272 0.307 0.669 1.370
beta4_pH[13,42,2] 0.516 0.168 0.268 0.493 0.927
beta4_pH[14,42,2] 0.785 0.226 0.429 0.758 1.299
beta4_pH[15,42,2] 0.900 0.090 0.741 0.893 1.096
beta4_pH[16,42,2] 1.070 0.387 0.478 1.014 1.978
beta4_pH[1,43,2] 0.753 0.167 0.475 0.738 1.129
beta4_pH[2,43,2] 0.725 0.073 0.590 0.721 0.877
beta4_pH[3,43,2] 0.626 0.084 0.478 0.622 0.803
beta4_pH[4,43,2] 0.603 0.145 0.351 0.593 0.922
beta4_pH[5,43,2] 1.533 0.705 0.606 1.386 3.234
beta4_pH[6,43,2] 1.158 0.854 0.223 0.930 3.477
beta4_pH[7,43,2] 0.724 0.676 0.130 0.541 2.437
beta4_pH[8,43,2] 0.604 0.269 0.239 0.557 1.250
beta4_pH[9,43,2] 1.152 1.038 0.182 0.856 4.068
beta4_pH[10,43,2] 0.676 0.145 0.432 0.663 0.981
beta4_pH[11,43,2] 0.698 0.139 0.459 0.687 1.005
beta4_pH[12,43,2] 0.608 0.256 0.243 0.562 1.216
beta4_pH[13,43,2] 0.589 0.118 0.393 0.574 0.858
beta4_pH[14,43,2] 0.863 0.224 0.490 0.839 1.359
beta4_pH[15,43,2] 0.805 0.093 0.637 0.802 0.997
beta4_pH[16,43,2] 0.883 0.235 0.482 0.863 1.390
beta4_pH[1,44,2] 0.545 0.138 0.317 0.529 0.866
beta4_pH[2,44,2] 0.692 0.075 0.554 0.689 0.853
beta4_pH[3,44,2] 0.618 0.095 0.452 0.612 0.823
beta4_pH[4,44,2] 0.801 0.181 0.504 0.782 1.217
beta4_pH[5,44,2] 1.231 0.619 0.438 1.103 2.752
beta4_pH[6,44,2] 1.273 1.518 0.116 0.791 5.325
beta4_pH[7,44,2] 1.181 0.656 0.374 1.035 2.942
beta4_pH[8,44,2] 0.440 0.288 0.116 0.368 1.187
beta4_pH[9,44,2] 0.986 0.888 0.160 0.738 3.203
beta4_pH[10,44,2] 0.625 0.159 0.373 0.610 0.997
beta4_pH[11,44,2] 0.384 0.111 0.204 0.372 0.643
beta4_pH[12,44,2] 0.590 0.300 0.201 0.522 1.346
beta4_pH[13,44,2] 0.508 0.085 0.360 0.503 0.688
beta4_pH[14,44,2] 0.681 0.168 0.405 0.664 1.051
beta4_pH[15,44,2] 0.630 0.076 0.491 0.626 0.789
beta4_pH[16,44,2] 0.454 0.186 0.189 0.423 0.905
beta4_pH[1,45,2] 0.801 0.192 0.494 0.778 1.230
beta4_pH[2,45,2] 0.697 0.085 0.542 0.692 0.872
beta4_pH[3,45,2] 0.738 0.128 0.521 0.725 1.023
beta4_pH[4,45,2] 0.738 0.179 0.451 0.719 1.143
beta4_pH[5,45,2] 0.967 1.067 0.101 0.631 3.934
beta4_pH[6,45,2] 1.190 1.097 0.192 0.854 4.072
beta4_pH[7,45,2] 0.694 0.593 0.129 0.521 2.331
beta4_pH[8,45,2] 1.187 0.536 0.476 1.088 2.431
beta4_pH[9,45,2] 0.105 0.122 0.011 0.065 0.434
beta4_pH[10,45,2] 0.851 0.203 0.528 0.829 1.310
beta4_pH[11,45,2] 0.541 0.109 0.354 0.530 0.775
beta4_pH[12,45,2] 0.776 0.334 0.312 0.714 1.570
beta4_pH[13,45,2] 0.461 0.073 0.332 0.455 0.618
beta4_pH[14,45,2] 0.766 0.180 0.466 0.745 1.162
beta4_pH[15,45,2] 0.515 0.068 0.393 0.511 0.659
beta4_pH[16,45,2] 0.318 0.184 0.089 0.276 0.792
beta4_pH[1,46,2] 0.812 0.167 0.535 0.794 1.185
beta4_pH[2,46,2] 0.698 0.097 0.530 0.693 0.913
beta4_pH[3,46,2] 0.738 0.109 0.544 0.729 0.973
beta4_pH[4,46,2] 0.666 0.197 0.345 0.642 1.102
beta4_pH[5,46,2] 1.100 0.617 0.364 0.951 2.712
beta4_pH[6,46,2] 1.409 1.750 0.115 0.869 5.961
beta4_pH[7,46,2] 1.707 1.299 0.331 1.358 5.064
beta4_pH[8,46,2] 1.056 0.497 0.392 0.952 2.312
beta4_pH[9,46,2] 1.658 1.672 0.230 1.156 6.053
beta4_pH[10,46,2] 0.669 0.182 0.396 0.646 1.084
beta4_pH[11,46,2] 0.634 0.114 0.435 0.625 0.879
beta4_pH[12,46,2] 1.006 0.387 0.396 0.946 1.841
beta4_pH[13,46,2] 0.721 0.181 0.422 0.708 1.121
beta4_pH[14,46,2] 0.923 0.236 0.525 0.907 1.431
beta4_pH[15,46,2] 0.605 0.069 0.485 0.600 0.748
beta4_pH[16,46,2] 0.582 0.213 0.256 0.552 1.075
beta4_pH[1,47,2] 0.598 0.131 0.381 0.586 0.882
beta4_pH[2,47,2] 0.735 0.101 0.555 0.729 0.952
beta4_pH[3,47,2] 0.737 0.108 0.550 0.731 0.966
beta4_pH[4,47,2] 0.482 0.171 0.225 0.457 0.888
beta4_pH[5,47,2] 0.115 0.088 0.024 0.091 0.345
beta4_pH[6,47,2] 0.184 0.134 0.041 0.149 0.543
beta4_pH[7,47,2] 0.494 0.447 0.081 0.375 1.535
beta4_pH[8,47,2] 0.902 0.577 0.229 0.757 2.392
beta4_pH[9,47,2] 0.482 0.663 0.041 0.278 2.126
beta4_pH[10,47,2] 0.850 0.274 0.438 0.809 1.496
beta4_pH[11,47,2] 0.560 0.096 0.388 0.555 0.762
beta4_pH[12,47,2] 1.164 0.389 0.504 1.143 1.973
beta4_pH[13,47,2] 0.648 0.101 0.464 0.642 0.859
beta4_pH[14,47,2] 0.883 0.261 0.470 0.858 1.456
beta4_pH[15,47,2] 0.707 0.103 0.523 0.699 0.927
beta4_pH[16,47,2] 0.716 0.196 0.377 0.701 1.144
beta4_pH[1,1,3] 0.709 0.216 0.299 0.699 1.167
beta4_pH[2,1,3] 0.757 0.099 0.561 0.755 0.956
beta4_pH[3,1,3] 0.782 0.148 0.497 0.781 1.088
beta4_pH[4,1,3] 0.649 0.189 0.274 0.646 1.039
beta4_pH[5,1,3] 0.908 1.074 -0.990 0.813 3.337
beta4_pH[6,1,3] 1.814 2.606 -3.231 1.567 7.943
beta4_pH[7,1,3] 1.257 1.389 -1.144 1.116 4.466
beta4_pH[8,1,3] 0.823 0.605 -0.265 0.784 2.106
beta4_pH[9,1,3] 1.056 1.210 -0.940 0.923 4.052
beta4_pH[10,1,3] 0.738 0.228 0.298 0.730 1.216
beta4_pH[11,1,3] 0.623 0.176 0.285 0.617 0.983
beta4_pH[12,1,3] 0.641 0.372 0.005 0.613 1.460
beta4_pH[13,1,3] 0.706 0.181 0.367 0.702 1.068
beta4_pH[14,1,3] 0.962 0.346 0.290 0.950 1.711
beta4_pH[15,1,3] 0.852 0.140 0.579 0.851 1.139
beta4_pH[16,1,3] 0.796 0.309 0.228 0.775 1.447
beta4_pH[1,2,3] 0.698 0.219 0.291 0.693 1.154
beta4_pH[2,2,3] 0.757 0.100 0.559 0.757 0.957
beta4_pH[3,2,3] 0.780 0.145 0.500 0.776 1.077
beta4_pH[4,2,3] 0.653 0.190 0.282 0.651 1.050
beta4_pH[5,2,3] 0.922 1.097 -0.910 0.799 3.437
beta4_pH[6,2,3] 1.857 2.643 -2.800 1.566 8.169
beta4_pH[7,2,3] 1.261 1.345 -0.984 1.127 4.421
beta4_pH[8,2,3] 0.851 0.588 -0.245 0.803 2.110
beta4_pH[9,2,3] 1.074 1.253 -1.103 0.949 3.984
beta4_pH[10,2,3] 0.742 0.230 0.281 0.735 1.222
beta4_pH[11,2,3] 0.620 0.174 0.282 0.615 0.985
beta4_pH[12,2,3] 0.645 0.367 -0.013 0.617 1.417
beta4_pH[13,2,3] 0.704 0.185 0.356 0.700 1.073
beta4_pH[14,2,3] 0.964 0.334 0.347 0.945 1.679
beta4_pH[15,2,3] 0.859 0.141 0.586 0.854 1.149
beta4_pH[16,2,3] 0.802 0.305 0.237 0.786 1.473
beta4_pH[1,3,3] 0.708 0.220 0.281 0.704 1.159
beta4_pH[2,3,3] 0.756 0.100 0.560 0.755 0.955
beta4_pH[3,3,3] 0.779 0.145 0.495 0.778 1.070
beta4_pH[4,3,3] 0.650 0.186 0.286 0.650 1.036
beta4_pH[5,3,3] 0.904 1.056 -0.866 0.767 3.327
beta4_pH[6,3,3] 1.878 2.600 -2.596 1.573 8.085
beta4_pH[7,3,3] 1.298 1.330 -0.937 1.155 4.430
beta4_pH[8,3,3] 0.840 0.603 -0.188 0.784 2.104
beta4_pH[9,3,3] 1.061 1.258 -1.144 0.938 3.853
beta4_pH[10,3,3] 0.740 0.235 0.294 0.734 1.225
beta4_pH[11,3,3] 0.622 0.183 0.270 0.617 1.003
beta4_pH[12,3,3] 0.626 0.359 -0.031 0.603 1.403
beta4_pH[13,3,3] 0.705 0.183 0.343 0.699 1.092
beta4_pH[14,3,3] 0.965 0.340 0.335 0.947 1.697
beta4_pH[15,3,3] 0.849 0.142 0.568 0.849 1.132
beta4_pH[16,3,3] 0.803 0.308 0.220 0.784 1.483
beta4_pH[1,4,3] 0.700 0.217 0.265 0.698 1.128
beta4_pH[2,4,3] 0.755 0.102 0.554 0.752 0.965
beta4_pH[3,4,3] 0.782 0.147 0.493 0.781 1.076
beta4_pH[4,4,3] 0.650 0.190 0.279 0.642 1.034
beta4_pH[5,4,3] 0.918 1.035 -0.926 0.826 3.192
beta4_pH[6,4,3] 1.778 2.494 -2.934 1.538 7.576
beta4_pH[7,4,3] 1.203 1.341 -1.168 1.054 4.178
beta4_pH[8,4,3] 0.820 0.597 -0.213 0.790 2.048
beta4_pH[9,4,3] 1.041 1.251 -1.065 0.898 3.904
beta4_pH[10,4,3] 0.742 0.236 0.295 0.730 1.230
beta4_pH[11,4,3] 0.618 0.179 0.273 0.613 0.976
beta4_pH[12,4,3] 0.632 0.362 -0.039 0.607 1.409
beta4_pH[13,4,3] 0.702 0.176 0.356 0.701 1.072
beta4_pH[14,4,3] 0.967 0.346 0.308 0.954 1.712
beta4_pH[15,4,3] 0.853 0.145 0.571 0.849 1.154
beta4_pH[16,4,3] 0.799 0.303 0.212 0.782 1.446
beta4_pH[1,5,3] 0.707 0.224 0.286 0.696 1.158
beta4_pH[2,5,3] 0.759 0.098 0.564 0.756 0.960
beta4_pH[3,5,3] 0.779 0.147 0.487 0.777 1.081
beta4_pH[4,5,3] 0.644 0.184 0.287 0.639 1.016
beta4_pH[5,5,3] 0.923 1.067 -0.905 0.811 3.311
beta4_pH[6,5,3] 1.812 2.540 -2.912 1.568 7.559
beta4_pH[7,5,3] 1.270 1.364 -1.028 1.121 4.474
beta4_pH[8,5,3] 0.838 0.576 -0.188 0.791 2.069
beta4_pH[9,5,3] 1.053 1.225 -1.030 0.936 3.829
beta4_pH[10,5,3] 0.736 0.238 0.277 0.726 1.245
beta4_pH[11,5,3] 0.620 0.184 0.276 0.614 1.003
beta4_pH[12,5,3] 0.646 0.365 -0.023 0.621 1.429
beta4_pH[13,5,3] 0.700 0.184 0.344 0.697 1.092
beta4_pH[14,5,3] 0.963 0.331 0.342 0.948 1.685
beta4_pH[15,5,3] 0.854 0.143 0.574 0.855 1.150
beta4_pH[16,5,3] 0.802 0.306 0.240 0.789 1.430
beta4_pH[1,6,3] 0.701 0.220 0.272 0.694 1.154
beta4_pH[2,6,3] 0.760 0.098 0.573 0.757 0.966
beta4_pH[3,6,3] 0.782 0.150 0.492 0.780 1.088
beta4_pH[4,6,3] 0.652 0.184 0.296 0.647 1.036
beta4_pH[5,6,3] 0.912 1.064 -0.929 0.804 3.416
beta4_pH[6,6,3] 1.752 2.638 -3.317 1.454 7.964
beta4_pH[7,6,3] 1.250 1.279 -1.058 1.113 4.167
beta4_pH[8,6,3] 0.835 0.589 -0.192 0.797 2.107
beta4_pH[9,6,3] 1.066 1.253 -1.137 0.956 3.938
beta4_pH[10,6,3] 0.734 0.237 0.279 0.720 1.222
beta4_pH[11,6,3] 0.625 0.178 0.283 0.622 1.002
beta4_pH[12,6,3] 0.641 0.368 -0.037 0.618 1.427
beta4_pH[13,6,3] 0.702 0.179 0.348 0.702 1.058
beta4_pH[14,6,3] 0.946 0.335 0.310 0.932 1.646
beta4_pH[15,6,3] 0.857 0.140 0.583 0.856 1.141
beta4_pH[16,6,3] 0.790 0.295 0.215 0.777 1.417
beta4_pH[1,7,3] 0.700 0.220 0.277 0.693 1.165
beta4_pH[2,7,3] 0.755 0.097 0.564 0.754 0.959
beta4_pH[3,7,3] 0.785 0.148 0.503 0.783 1.087
beta4_pH[4,7,3] 0.647 0.186 0.296 0.639 1.031
beta4_pH[5,7,3] 0.910 1.060 -0.938 0.821 3.269
beta4_pH[6,7,3] 1.744 2.552 -2.910 1.480 7.654
beta4_pH[7,7,3] 1.276 1.412 -1.178 1.141 4.541
beta4_pH[8,7,3] 0.835 0.593 -0.222 0.788 2.087
beta4_pH[9,7,3] 1.030 1.182 -1.111 0.917 3.872
beta4_pH[10,7,3] 0.734 0.228 0.277 0.725 1.217
beta4_pH[11,7,3] 0.618 0.179 0.279 0.614 1.004
beta4_pH[12,7,3] 0.641 0.360 -0.041 0.618 1.399
beta4_pH[13,7,3] 0.707 0.189 0.328 0.701 1.079
beta4_pH[14,7,3] 0.957 0.335 0.336 0.940 1.673
beta4_pH[15,7,3] 0.852 0.140 0.572 0.853 1.135
beta4_pH[16,7,3] 0.790 0.313 0.207 0.773 1.454
beta4_pH[1,8,3] 0.708 0.218 0.291 0.702 1.164
beta4_pH[2,8,3] 0.756 0.098 0.559 0.755 0.948
beta4_pH[3,8,3] 0.782 0.145 0.510 0.779 1.077
beta4_pH[4,8,3] 0.648 0.186 0.295 0.641 1.030
beta4_pH[5,8,3] 0.901 1.062 -0.933 0.825 3.348
beta4_pH[6,8,3] 1.903 2.627 -2.843 1.559 8.455
beta4_pH[7,8,3] 1.261 1.320 -0.997 1.090 4.349
beta4_pH[8,8,3] 0.838 0.565 -0.171 0.803 2.066
beta4_pH[9,8,3] 1.031 1.204 -1.092 0.913 3.807
beta4_pH[10,8,3] 0.736 0.236 0.298 0.727 1.217
beta4_pH[11,8,3] 0.616 0.179 0.270 0.609 0.970
beta4_pH[12,8,3] 0.640 0.370 -0.023 0.622 1.431
beta4_pH[13,8,3] 0.698 0.183 0.337 0.697 1.073
beta4_pH[14,8,3] 0.956 0.328 0.343 0.942 1.665
beta4_pH[15,8,3] 0.850 0.137 0.573 0.847 1.129
beta4_pH[16,8,3] 0.800 0.311 0.215 0.779 1.488
beta4_pH[1,9,3] 0.700 0.214 0.285 0.706 1.121
beta4_pH[2,9,3] 0.756 0.099 0.569 0.754 0.957
beta4_pH[3,9,3] 0.782 0.146 0.508 0.779 1.089
beta4_pH[4,9,3] 0.643 0.185 0.291 0.639 1.026
beta4_pH[5,9,3] 0.858 1.020 -0.992 0.789 3.093
beta4_pH[6,9,3] 1.851 2.566 -2.843 1.585 7.628
beta4_pH[7,9,3] 1.261 1.349 -1.046 1.121 4.343
beta4_pH[8,9,3] 0.820 0.563 -0.236 0.785 2.051
beta4_pH[9,9,3] 1.020 1.236 -1.268 0.924 3.662
beta4_pH[10,9,3] 0.743 0.235 0.302 0.730 1.244
beta4_pH[11,9,3] 0.617 0.180 0.273 0.611 0.979
beta4_pH[12,9,3] 0.637 0.367 -0.027 0.608 1.420
beta4_pH[13,9,3] 0.701 0.183 0.351 0.698 1.077
beta4_pH[14,9,3] 0.970 0.332 0.347 0.949 1.677
beta4_pH[15,9,3] 0.853 0.139 0.582 0.849 1.138
beta4_pH[16,9,3] 0.805 0.303 0.222 0.786 1.476
beta4_pH[1,10,3] 0.705 0.219 0.275 0.706 1.140
beta4_pH[2,10,3] 0.757 0.099 0.570 0.756 0.961
beta4_pH[3,10,3] 0.781 0.148 0.502 0.779 1.079
beta4_pH[4,10,3] 0.642 0.186 0.273 0.640 1.015
beta4_pH[5,10,3] 0.885 1.035 -0.933 0.796 3.240
beta4_pH[6,10,3] 1.797 2.475 -2.650 1.570 7.366
beta4_pH[7,10,3] 1.255 1.377 -1.141 1.113 4.266
beta4_pH[8,10,3] 0.840 0.594 -0.217 0.799 2.144
beta4_pH[9,10,3] 1.054 1.258 -1.100 0.940 3.836
beta4_pH[10,10,3] 0.733 0.228 0.291 0.727 1.201
beta4_pH[11,10,3] 0.620 0.177 0.273 0.614 0.983
beta4_pH[12,10,3] 0.649 0.352 -0.010 0.633 1.407
beta4_pH[13,10,3] 0.706 0.179 0.359 0.704 1.062
beta4_pH[14,10,3] 0.957 0.333 0.319 0.946 1.657
beta4_pH[15,10,3] 0.855 0.140 0.582 0.853 1.131
beta4_pH[16,10,3] 0.801 0.301 0.228 0.788 1.430
beta4_pH[1,11,3] 0.697 0.218 0.268 0.695 1.161
beta4_pH[2,11,3] 0.752 0.101 0.556 0.752 0.960
beta4_pH[3,11,3] 0.786 0.151 0.498 0.784 1.091
beta4_pH[4,11,3] 0.645 0.177 0.282 0.638 1.007
beta4_pH[5,11,3] 0.896 1.083 -0.942 0.808 3.393
beta4_pH[6,11,3] 1.784 2.575 -2.883 1.524 7.854
beta4_pH[7,11,3] 1.225 1.365 -1.131 1.082 4.227
beta4_pH[8,11,3] 0.817 0.581 -0.238 0.781 2.047
beta4_pH[9,11,3] 1.023 1.251 -1.177 0.910 3.835
beta4_pH[10,11,3] 0.734 0.228 0.285 0.725 1.201
beta4_pH[11,11,3] 0.618 0.182 0.273 0.612 0.995
beta4_pH[12,11,3] 0.644 0.363 -0.024 0.619 1.447
beta4_pH[13,11,3] 0.699 0.185 0.343 0.695 1.084
beta4_pH[14,11,3] 0.966 0.336 0.356 0.950 1.677
beta4_pH[15,11,3] 0.853 0.139 0.587 0.849 1.135
beta4_pH[16,11,3] 0.794 0.311 0.217 0.784 1.447
beta4_pH[1,12,3] 0.707 0.215 0.295 0.702 1.166
beta4_pH[2,12,3] 0.752 0.097 0.553 0.752 0.949
beta4_pH[3,12,3] 0.783 0.147 0.486 0.780 1.068
beta4_pH[4,12,3] 0.650 0.187 0.289 0.643 1.038
beta4_pH[5,12,3] 0.901 1.068 -0.932 0.789 3.444
beta4_pH[6,12,3] 1.903 2.584 -2.942 1.642 7.937
beta4_pH[7,12,3] 1.276 1.404 -0.988 1.130 4.451
beta4_pH[8,12,3] 0.827 0.574 -0.206 0.782 2.101
beta4_pH[9,12,3] 1.066 1.251 -1.069 0.916 3.814
beta4_pH[10,12,3] 0.735 0.240 0.283 0.728 1.212
beta4_pH[11,12,3] 0.616 0.178 0.274 0.611 0.979
beta4_pH[12,12,3] 0.638 0.358 0.001 0.615 1.378
beta4_pH[13,12,3] 0.708 0.187 0.357 0.700 1.120
beta4_pH[14,12,3] 0.976 0.335 0.357 0.957 1.713
beta4_pH[15,12,3] 0.858 0.140 0.583 0.856 1.139
beta4_pH[16,12,3] 0.795 0.306 0.224 0.779 1.453
beta4_pH[1,13,3] 0.697 0.214 0.288 0.691 1.143
beta4_pH[2,13,3] 0.753 0.098 0.562 0.750 0.951
beta4_pH[3,13,3] 0.784 0.146 0.490 0.783 1.075
beta4_pH[4,13,3] 0.645 0.182 0.307 0.634 1.032
beta4_pH[5,13,3] 0.913 1.046 -0.859 0.807 3.177
beta4_pH[6,13,3] 1.855 2.606 -3.023 1.578 8.123
beta4_pH[7,13,3] 1.262 1.406 -1.086 1.098 4.560
beta4_pH[8,13,3] 0.843 0.628 -0.261 0.800 2.179
beta4_pH[9,13,3] 1.080 1.257 -1.114 0.948 4.043
beta4_pH[10,13,3] 0.736 0.234 0.294 0.727 1.235
beta4_pH[11,13,3] 0.618 0.180 0.284 0.611 1.006
beta4_pH[12,13,3] 0.631 0.366 -0.040 0.604 1.408
beta4_pH[13,13,3] 0.702 0.184 0.345 0.700 1.079
beta4_pH[14,13,3] 0.958 0.333 0.320 0.944 1.651
beta4_pH[15,13,3] 0.853 0.140 0.585 0.848 1.137
beta4_pH[16,13,3] 0.802 0.317 0.200 0.788 1.482
beta4_pH[1,14,3] 0.697 0.220 0.264 0.692 1.142
beta4_pH[2,14,3] 0.754 0.101 0.553 0.754 0.958
beta4_pH[3,14,3] 0.767 0.151 0.469 0.766 1.073
beta4_pH[4,14,3] 0.644 0.183 0.271 0.639 1.013
beta4_pH[5,14,3] 0.885 1.004 -0.884 0.788 3.178
beta4_pH[6,14,3] 1.708 2.500 -3.055 1.467 7.348
beta4_pH[7,14,3] 1.289 1.482 -1.096 1.099 4.730
beta4_pH[8,14,3] 0.841 0.600 -0.198 0.794 2.099
beta4_pH[9,14,3] 1.103 1.314 -1.090 0.935 4.102
beta4_pH[10,14,3] 0.736 0.236 0.280 0.726 1.234
beta4_pH[11,14,3] 0.616 0.179 0.280 0.611 0.982
beta4_pH[12,14,3] 0.643 0.358 -0.022 0.624 1.374
beta4_pH[13,14,3] 0.708 0.184 0.375 0.704 1.087
beta4_pH[14,14,3] 0.959 0.330 0.346 0.943 1.662
beta4_pH[15,14,3] 0.852 0.141 0.573 0.853 1.135
beta4_pH[16,14,3] 0.798 0.297 0.234 0.782 1.444
beta4_pH[1,15,3] 0.704 0.221 0.275 0.700 1.152
beta4_pH[2,15,3] 0.755 0.097 0.562 0.754 0.955
beta4_pH[3,15,3] 0.793 0.145 0.522 0.790 1.083
beta4_pH[4,15,3] 0.645 0.183 0.285 0.641 0.999
beta4_pH[5,15,3] 0.902 1.033 -0.992 0.811 3.245
beta4_pH[6,15,3] 1.744 2.577 -3.028 1.460 7.731
beta4_pH[7,15,3] 1.264 1.322 -0.968 1.129 4.404
beta4_pH[8,15,3] 0.820 0.596 -0.248 0.778 2.145
beta4_pH[9,15,3] 1.064 1.239 -1.121 0.940 3.850
beta4_pH[10,15,3] 0.735 0.234 0.285 0.731 1.215
beta4_pH[11,15,3] 0.618 0.178 0.283 0.611 0.993
beta4_pH[12,15,3] 0.640 0.374 -0.069 0.608 1.462
beta4_pH[13,15,3] 0.704 0.185 0.351 0.699 1.085
beta4_pH[14,15,3] 0.973 0.338 0.359 0.954 1.713
beta4_pH[15,15,3] 0.853 0.140 0.573 0.853 1.135
beta4_pH[16,15,3] 0.807 0.312 0.233 0.787 1.493
beta4_pH[1,16,3] 0.703 0.220 0.275 0.700 1.153
beta4_pH[2,16,3] 0.759 0.100 0.564 0.757 0.961
beta4_pH[3,16,3] 0.783 0.145 0.508 0.778 1.083
beta4_pH[4,16,3] 0.651 0.191 0.286 0.645 1.054
beta4_pH[5,16,3] 0.870 1.043 -0.881 0.770 3.236
beta4_pH[6,16,3] 1.862 2.577 -2.631 1.572 7.822
beta4_pH[7,16,3] 1.345 1.401 -0.871 1.154 4.711
beta4_pH[8,16,3] 0.833 0.578 -0.194 0.785 2.115
beta4_pH[9,16,3] 1.047 1.227 -1.146 0.912 3.782
beta4_pH[10,16,3] 0.738 0.227 0.312 0.733 1.214
beta4_pH[11,16,3] 0.618 0.179 0.266 0.618 0.991
beta4_pH[12,16,3] 0.646 0.356 -0.012 0.623 1.368
beta4_pH[13,16,3] 0.708 0.184 0.348 0.705 1.084
beta4_pH[14,16,3] 0.968 0.340 0.358 0.951 1.716
beta4_pH[15,16,3] 0.852 0.139 0.582 0.851 1.129
beta4_pH[16,16,3] 0.805 0.308 0.249 0.785 1.472
beta4_pH[1,17,3] 0.698 0.218 0.272 0.692 1.134
beta4_pH[2,17,3] 0.757 0.098 0.578 0.754 0.973
beta4_pH[3,17,3] 0.779 0.146 0.495 0.777 1.080
beta4_pH[4,17,3] 0.645 0.186 0.290 0.639 1.017
beta4_pH[5,17,3] 0.904 1.029 -0.849 0.805 3.218
beta4_pH[6,17,3] 1.753 2.606 -3.126 1.475 7.700
beta4_pH[7,17,3] 1.286 1.381 -0.994 1.131 4.381
beta4_pH[8,17,3] 0.844 0.610 -0.215 0.803 2.149
beta4_pH[9,17,3] 1.058 1.247 -1.204 0.939 3.951
beta4_pH[10,17,3] 0.735 0.232 0.273 0.732 1.214
beta4_pH[11,17,3] 0.614 0.176 0.268 0.610 0.974
beta4_pH[12,17,3] 0.648 0.365 -0.014 0.623 1.457
beta4_pH[13,17,3] 0.713 0.185 0.351 0.706 1.098
beta4_pH[14,17,3] 0.964 0.341 0.363 0.951 1.703
beta4_pH[15,17,3] 0.857 0.142 0.591 0.850 1.141
beta4_pH[16,17,3] 0.795 0.301 0.225 0.778 1.457
beta4_pH[1,18,3] 0.702 0.223 0.252 0.697 1.152
beta4_pH[2,18,3] 0.757 0.102 0.549 0.754 0.968
beta4_pH[3,18,3] 0.778 0.148 0.487 0.774 1.093
beta4_pH[4,18,3] 0.643 0.183 0.291 0.640 1.012
beta4_pH[5,18,3] 0.895 1.043 -0.872 0.803 3.393
beta4_pH[6,18,3] 1.828 2.499 -2.688 1.530 7.510
beta4_pH[7,18,3] 1.281 1.410 -1.040 1.122 4.406
beta4_pH[8,18,3] 0.828 0.582 -0.202 0.790 2.052
beta4_pH[9,18,3] 1.042 1.267 -1.205 0.915 3.992
beta4_pH[10,18,3] 0.734 0.233 0.289 0.727 1.222
beta4_pH[11,18,3] 0.612 0.180 0.259 0.607 0.968
beta4_pH[12,18,3] 0.640 0.357 -0.001 0.616 1.405
beta4_pH[13,18,3] 0.706 0.178 0.355 0.703 1.066
beta4_pH[14,18,3] 0.966 0.327 0.353 0.947 1.660
beta4_pH[15,18,3] 0.854 0.139 0.573 0.853 1.125
beta4_pH[16,18,3] 0.798 0.306 0.231 0.782 1.456
beta4_pH[1,19,3] 0.701 0.220 0.280 0.694 1.166
beta4_pH[2,19,3] 0.757 0.099 0.563 0.756 0.955
beta4_pH[3,19,3] 0.835 0.149 0.564 0.828 1.152
beta4_pH[4,19,3] 0.746 0.183 0.414 0.733 1.139
beta4_pH[5,19,3] 0.919 1.049 -0.816 0.826 3.402
beta4_pH[6,19,3] 1.780 2.549 -3.089 1.494 7.342
beta4_pH[7,19,3] 1.305 1.344 -0.891 1.130 4.628
beta4_pH[8,19,3] 0.834 0.583 -0.196 0.781 2.142
beta4_pH[9,19,3] 1.058 1.277 -1.074 0.910 3.990
beta4_pH[10,19,3] 0.726 0.230 0.286 0.719 1.212
beta4_pH[11,19,3] 0.621 0.181 0.262 0.617 0.987
beta4_pH[12,19,3] 0.640 0.358 -0.026 0.616 1.388
beta4_pH[13,19,3] 0.706 0.182 0.350 0.702 1.077
beta4_pH[14,19,3] 0.965 0.330 0.345 0.946 1.664
beta4_pH[15,19,3] 0.855 0.143 0.564 0.857 1.148
beta4_pH[16,19,3] 0.800 0.306 0.242 0.787 1.445
beta4_pH[1,20,3] 0.693 0.217 0.274 0.684 1.144
beta4_pH[2,20,3] 0.779 0.100 0.596 0.773 0.995
beta4_pH[3,20,3] 0.776 0.140 0.504 0.776 1.057
beta4_pH[4,20,3] 0.623 0.177 0.270 0.624 0.965
beta4_pH[5,20,3] 0.923 1.034 -0.834 0.822 3.337
beta4_pH[6,20,3] 1.841 2.527 -2.633 1.511 7.954
beta4_pH[7,20,3] 1.313 1.352 -1.008 1.150 4.590
beta4_pH[8,20,3] 0.839 0.604 -0.194 0.797 2.095
beta4_pH[9,20,3] 1.051 1.261 -1.194 0.915 3.857
beta4_pH[10,20,3] 0.736 0.232 0.275 0.733 1.208
beta4_pH[11,20,3] 0.615 0.182 0.271 0.611 0.999
beta4_pH[12,20,3] 0.647 0.367 -0.025 0.623 1.435
beta4_pH[13,20,3] 0.703 0.182 0.344 0.700 1.063
beta4_pH[14,20,3] 0.970 0.327 0.374 0.952 1.702
beta4_pH[15,20,3] 0.854 0.144 0.576 0.851 1.144
beta4_pH[16,20,3] 0.797 0.311 0.218 0.783 1.452
beta4_pH[1,21,3] 0.706 0.220 0.270 0.701 1.149
beta4_pH[2,21,3] 0.750 0.099 0.554 0.749 0.956
beta4_pH[3,21,3] 0.807 0.142 0.525 0.804 1.095
beta4_pH[4,21,3] 0.609 0.170 0.258 0.612 0.946
beta4_pH[5,21,3] 0.922 1.049 -0.836 0.810 3.255
beta4_pH[6,21,3] 1.835 2.611 -2.846 1.544 7.912
beta4_pH[7,21,3] 1.162 1.527 -1.950 1.080 4.241
beta4_pH[8,21,3] 0.832 0.580 -0.203 0.796 2.169
beta4_pH[9,21,3] 1.063 1.229 -1.016 0.917 4.031
beta4_pH[10,21,3] 0.737 0.240 0.278 0.724 1.232
beta4_pH[11,21,3] 0.619 0.181 0.270 0.614 1.001
beta4_pH[12,21,3] 0.643 0.370 -0.022 0.614 1.453
beta4_pH[13,21,3] 0.700 0.185 0.359 0.693 1.086
beta4_pH[14,21,3] 0.965 0.334 0.314 0.956 1.669
beta4_pH[15,21,3] 0.856 0.138 0.588 0.854 1.137
beta4_pH[16,21,3] 0.799 0.307 0.221 0.785 1.467
beta4_pH[1,22,3] 0.694 0.219 0.264 0.689 1.133
beta4_pH[2,22,3] 0.736 0.098 0.539 0.736 0.931
beta4_pH[3,22,3] 0.738 0.139 0.467 0.738 1.024
beta4_pH[4,22,3] 0.514 0.172 0.151 0.519 0.848
beta4_pH[5,22,3] 0.956 1.063 -0.786 0.837 3.391
beta4_pH[6,22,3] 1.923 2.495 -2.336 1.604 8.024
beta4_pH[7,22,3] 1.125 1.494 -1.879 1.084 4.138
beta4_pH[8,22,3] 0.816 0.577 -0.280 0.778 2.104
beta4_pH[9,22,3] 1.087 1.349 -1.078 0.918 4.213
beta4_pH[10,22,3] 0.738 0.229 0.313 0.732 1.232
beta4_pH[11,22,3] 0.620 0.181 0.286 0.613 0.998
beta4_pH[12,22,3] 0.644 0.371 -0.040 0.624 1.445
beta4_pH[13,22,3] 0.706 0.182 0.348 0.700 1.067
beta4_pH[14,22,3] 0.963 0.339 0.338 0.948 1.693
beta4_pH[15,22,3] 0.855 0.139 0.590 0.853 1.137
beta4_pH[16,22,3] 0.795 0.308 0.216 0.778 1.471
beta4_pH[1,23,3] 0.747 0.214 0.347 0.736 1.188
beta4_pH[2,23,3] 0.749 0.097 0.558 0.750 0.942
beta4_pH[3,23,3] 0.790 0.140 0.527 0.787 1.094
beta4_pH[4,23,3] 0.591 0.167 0.261 0.589 0.925
beta4_pH[5,23,3] 0.916 1.036 -0.842 0.830 3.224
beta4_pH[6,23,3] 1.859 2.459 -2.477 1.574 7.433
beta4_pH[7,23,3] 1.281 1.322 -0.898 1.109 4.451
beta4_pH[8,23,3] 0.819 0.554 -0.210 0.777 2.028
beta4_pH[9,23,3] 1.065 1.275 -1.182 0.913 4.041
beta4_pH[10,23,3] 0.732 0.230 0.301 0.720 1.214
beta4_pH[11,23,3] 0.615 0.180 0.271 0.611 0.985
beta4_pH[12,23,3] 0.633 0.356 -0.031 0.613 1.390
beta4_pH[13,23,3] 0.707 0.181 0.352 0.703 1.070
beta4_pH[14,23,3] 0.959 0.334 0.311 0.944 1.693
beta4_pH[15,23,3] 0.854 0.140 0.584 0.853 1.144
beta4_pH[16,23,3] 0.794 0.301 0.227 0.779 1.429
beta4_pH[1,24,3] 0.712 0.215 0.295 0.706 1.169
beta4_pH[2,24,3] 0.743 0.097 0.552 0.743 0.933
beta4_pH[3,24,3] 0.763 0.139 0.491 0.764 1.049
beta4_pH[4,24,3] 0.723 0.186 0.380 0.711 1.125
beta4_pH[5,24,3] 0.909 1.055 -0.999 0.808 3.382
beta4_pH[6,24,3] 1.963 2.554 -2.452 1.615 8.188
beta4_pH[7,24,3] 1.214 1.410 -1.371 1.091 4.472
beta4_pH[8,24,3] 0.858 0.598 -0.224 0.813 2.173
beta4_pH[9,24,3] 1.055 1.222 -1.030 0.935 3.933
beta4_pH[10,24,3] 0.744 0.237 0.303 0.738 1.214
beta4_pH[11,24,3] 0.626 0.180 0.284 0.622 1.015
beta4_pH[12,24,3] 0.646 0.365 -0.026 0.624 1.393
beta4_pH[13,24,3] 0.708 0.181 0.343 0.704 1.075
beta4_pH[14,24,3] 0.962 0.341 0.335 0.939 1.691
beta4_pH[15,24,3] 0.854 0.144 0.569 0.854 1.145
beta4_pH[16,24,3] 0.797 0.317 0.211 0.782 1.476
beta4_pH[1,25,3] 0.697 0.211 0.286 0.692 1.125
beta4_pH[2,25,3] 0.754 0.100 0.557 0.753 0.950
beta4_pH[3,25,3] 0.766 0.138 0.493 0.766 1.056
beta4_pH[4,25,3] 0.697 0.171 0.376 0.689 1.049
beta4_pH[5,25,3] 0.914 0.991 -0.753 0.812 3.305
beta4_pH[6,25,3] 1.857 2.601 -2.602 1.525 8.020
beta4_pH[7,25,3] 1.260 1.349 -1.037 1.135 4.076
beta4_pH[8,25,3] 0.830 0.590 -0.204 0.790 2.128
beta4_pH[9,25,3] 1.081 1.261 -1.022 0.938 3.980
beta4_pH[10,25,3] 0.741 0.235 0.301 0.735 1.251
beta4_pH[11,25,3] 0.618 0.178 0.284 0.614 0.995
beta4_pH[12,25,3] 0.636 0.361 -0.036 0.605 1.445
beta4_pH[13,25,3] 0.707 0.182 0.350 0.700 1.072
beta4_pH[14,25,3] 0.963 0.342 0.324 0.947 1.676
beta4_pH[15,25,3] 0.853 0.144 0.573 0.854 1.137
beta4_pH[16,25,3] 0.799 0.309 0.239 0.776 1.482
beta4_pH[1,26,3] 0.701 0.217 0.273 0.701 1.137
beta4_pH[2,26,3] 0.749 0.099 0.548 0.748 0.952
beta4_pH[3,26,3] 0.760 0.141 0.487 0.760 1.034
beta4_pH[4,26,3] 0.711 0.171 0.394 0.705 1.072
beta4_pH[5,26,3] 0.960 1.056 -0.727 0.850 3.462
beta4_pH[6,26,3] 1.789 2.586 -2.864 1.508 8.047
beta4_pH[7,26,3] 1.273 1.354 -1.094 1.141 4.273
beta4_pH[8,26,3] 0.831 0.600 -0.245 0.802 2.048
beta4_pH[9,26,3] 1.030 1.269 -1.219 0.904 3.982
beta4_pH[10,26,3] 0.739 0.235 0.292 0.728 1.220
beta4_pH[11,26,3] 0.620 0.183 0.277 0.613 0.995
beta4_pH[12,26,3] 0.642 0.362 -0.019 0.612 1.466
beta4_pH[13,26,3] 0.704 0.177 0.357 0.705 1.060
beta4_pH[14,26,3] 0.954 0.335 0.344 0.938 1.681
beta4_pH[15,26,3] 0.855 0.140 0.575 0.855 1.133
beta4_pH[16,26,3] 0.806 0.313 0.226 0.784 1.517
beta4_pH[1,27,3] 0.700 0.217 0.286 0.697 1.123
beta4_pH[2,27,3] 0.740 0.098 0.533 0.740 0.932
beta4_pH[3,27,3] 0.742 0.137 0.465 0.743 1.013
beta4_pH[4,27,3] 0.582 0.161 0.268 0.582 0.902
beta4_pH[5,27,3] 0.943 1.023 -0.709 0.845 3.146
beta4_pH[6,27,3] 1.914 2.479 -2.346 1.591 8.054
beta4_pH[7,27,3] 1.292 1.364 -0.878 1.127 4.493
beta4_pH[8,27,3] 0.852 0.620 -0.207 0.807 2.094
beta4_pH[9,27,3] 1.065 1.251 -1.160 0.902 4.056
beta4_pH[10,27,3] 0.737 0.233 0.293 0.727 1.211
beta4_pH[11,27,3] 0.624 0.177 0.283 0.616 0.988
beta4_pH[12,27,3] 0.643 0.363 -0.006 0.615 1.435
beta4_pH[13,27,3] 0.702 0.181 0.354 0.698 1.076
beta4_pH[14,27,3] 0.961 0.338 0.342 0.947 1.682
beta4_pH[15,27,3] 0.849 0.142 0.560 0.847 1.134
beta4_pH[16,27,3] 0.790 0.306 0.244 0.776 1.450
beta4_pH[1,28,3] 0.741 0.211 0.357 0.728 1.195
beta4_pH[2,28,3] 0.748 0.098 0.551 0.746 0.948
beta4_pH[3,28,3] 0.751 0.146 0.455 0.747 1.051
beta4_pH[4,28,3] 0.656 0.165 0.334 0.652 0.993
beta4_pH[5,28,3] 0.830 1.081 -1.187 0.753 3.255
beta4_pH[6,28,3] 1.867 2.458 -2.550 1.584 7.900
beta4_pH[7,28,3] 1.231 1.349 -1.119 1.106 4.120
beta4_pH[8,28,3] 0.839 0.593 -0.216 0.800 2.114
beta4_pH[9,28,3] 1.052 1.265 -1.048 0.928 4.101
beta4_pH[10,28,3] 0.731 0.233 0.290 0.731 1.226
beta4_pH[11,28,3] 0.620 0.183 0.279 0.616 0.991
beta4_pH[12,28,3] 0.653 0.359 0.001 0.630 1.427
beta4_pH[13,28,3] 0.704 0.182 0.361 0.693 1.089
beta4_pH[14,28,3] 0.977 0.332 0.364 0.960 1.692
beta4_pH[15,28,3] 0.855 0.140 0.572 0.855 1.137
beta4_pH[16,28,3] 0.797 0.301 0.264 0.773 1.458
beta4_pH[1,29,3] 0.640 0.214 0.201 0.642 1.070
beta4_pH[2,29,3] 0.738 0.097 0.540 0.739 0.935
beta4_pH[3,29,3] 0.731 0.137 0.464 0.734 1.002
beta4_pH[4,29,3] 0.561 0.164 0.228 0.565 0.879
beta4_pH[5,29,3] 0.855 1.081 -1.106 0.774 3.180
beta4_pH[6,29,3] 1.868 2.587 -2.576 1.566 8.059
beta4_pH[7,29,3] 1.271 1.341 -1.065 1.128 4.306
beta4_pH[8,29,3] 0.817 0.569 -0.237 0.787 2.021
beta4_pH[9,29,3] 1.062 1.265 -1.146 0.925 4.117
beta4_pH[10,29,3] 0.732 0.233 0.289 0.730 1.246
beta4_pH[11,29,3] 0.625 0.180 0.269 0.620 1.002
beta4_pH[12,29,3] 0.648 0.373 -0.052 0.630 1.472
beta4_pH[13,29,3] 0.704 0.180 0.360 0.702 1.076
beta4_pH[14,29,3] 0.955 0.328 0.352 0.937 1.666
beta4_pH[15,29,3] 0.852 0.141 0.573 0.849 1.141
beta4_pH[16,29,3] 0.800 0.310 0.222 0.786 1.435
beta4_pH[1,30,3] 0.625 0.216 0.175 0.634 1.034
beta4_pH[2,30,3] 0.737 0.101 0.525 0.737 0.936
beta4_pH[3,30,3] 0.751 0.140 0.472 0.747 1.039
beta4_pH[4,30,3] 0.694 0.172 0.370 0.688 1.056
beta4_pH[5,30,3] 0.856 1.037 -0.992 0.780 3.167
beta4_pH[6,30,3] 1.809 2.601 -2.877 1.495 7.787
beta4_pH[7,30,3] 1.303 1.390 -0.872 1.142 4.527
beta4_pH[8,30,3] 0.836 0.606 -0.234 0.785 2.158
beta4_pH[9,30,3] 1.043 1.242 -1.143 0.928 3.796
beta4_pH[10,30,3] 0.738 0.228 0.301 0.731 1.209
beta4_pH[11,30,3] 0.622 0.180 0.290 0.616 1.014
beta4_pH[12,30,3] 0.631 0.361 -0.045 0.609 1.384
beta4_pH[13,30,3] 0.705 0.181 0.363 0.700 1.092
beta4_pH[14,30,3] 0.965 0.336 0.354 0.951 1.711
beta4_pH[15,30,3] 0.856 0.141 0.575 0.854 1.153
beta4_pH[16,30,3] 0.802 0.309 0.243 0.781 1.463
beta4_pH[1,31,3] 0.681 0.213 0.269 0.678 1.098
beta4_pH[2,31,3] 0.745 0.098 0.547 0.745 0.936
beta4_pH[3,31,3] 0.736 0.138 0.445 0.737 1.003
beta4_pH[4,31,3] 0.572 0.170 0.223 0.575 0.902
beta4_pH[5,31,3] 0.858 1.046 -0.874 0.763 3.251
beta4_pH[6,31,3] 1.842 2.586 -2.721 1.535 7.998
beta4_pH[7,31,3] 1.146 1.363 -1.266 1.028 4.177
beta4_pH[8,31,3] 0.831 0.578 -0.241 0.803 2.047
beta4_pH[9,31,3] 1.057 1.291 -1.046 0.918 3.937
beta4_pH[10,31,3] 0.733 0.231 0.275 0.725 1.211
beta4_pH[11,31,3] 0.618 0.177 0.284 0.614 0.977
beta4_pH[12,31,3] 0.638 0.372 -0.033 0.616 1.462
beta4_pH[13,31,3] 0.708 0.182 0.340 0.703 1.074
beta4_pH[14,31,3] 0.962 0.333 0.365 0.940 1.682
beta4_pH[15,31,3] 0.858 0.144 0.574 0.855 1.165
beta4_pH[16,31,3] 0.803 0.307 0.258 0.784 1.474
beta4_pH[1,32,3] 0.701 0.215 0.298 0.694 1.146
beta4_pH[2,32,3] 0.748 0.099 0.553 0.749 0.938
beta4_pH[3,32,3] 0.729 0.139 0.455 0.727 1.004
beta4_pH[4,32,3] 0.696 0.175 0.366 0.686 1.050
beta4_pH[5,32,3] 0.902 1.014 -0.870 0.810 3.046
beta4_pH[6,32,3] 1.910 2.529 -2.281 1.556 8.063
beta4_pH[7,32,3] 1.155 1.417 -1.546 1.075 4.143
beta4_pH[8,32,3] 0.831 0.589 -0.178 0.799 2.097
beta4_pH[9,32,3] 1.029 1.233 -1.078 0.925 3.768
beta4_pH[10,32,3] 0.736 0.230 0.283 0.729 1.205
beta4_pH[11,32,3] 0.533 0.156 0.212 0.536 0.827
beta4_pH[12,32,3] 0.255 0.200 -0.140 0.259 0.642
beta4_pH[13,32,3] 0.704 0.184 0.352 0.702 1.090
beta4_pH[14,32,3] 1.109 0.309 0.580 1.081 1.796
beta4_pH[15,32,3] 0.812 0.133 0.549 0.815 1.072
beta4_pH[16,32,3] 0.726 0.180 0.390 0.721 1.104
beta4_pH[1,33,3] 0.618 0.217 0.171 0.622 1.043
beta4_pH[2,33,3] 0.740 0.098 0.538 0.740 0.938
beta4_pH[3,33,3] 0.763 0.136 0.498 0.762 1.039
beta4_pH[4,33,3] 0.606 0.163 0.281 0.608 0.927
beta4_pH[5,33,3] 0.878 1.046 -0.933 0.779 3.159
beta4_pH[6,33,3] 1.846 2.546 -2.583 1.516 8.057
beta4_pH[7,33,3] 1.266 1.321 -1.047 1.101 4.263
beta4_pH[8,33,3] 0.828 0.603 -0.219 0.797 2.085
beta4_pH[9,33,3] 1.113 1.321 -1.074 0.950 4.129
beta4_pH[10,33,3] 0.740 0.233 0.291 0.735 1.210
beta4_pH[11,33,3] 0.596 0.154 0.288 0.593 0.912
beta4_pH[12,33,3] 0.366 0.208 -0.054 0.370 0.764
beta4_pH[13,33,3] 0.700 0.182 0.340 0.699 1.076
beta4_pH[14,33,3] 0.791 0.264 0.285 0.787 1.328
beta4_pH[15,33,3] 0.832 0.129 0.571 0.832 1.085
beta4_pH[16,33,3] 0.631 0.174 0.284 0.631 0.971
beta4_pH[1,34,3] 0.697 0.205 0.300 0.689 1.131
beta4_pH[2,34,3] 0.746 0.099 0.544 0.747 0.941
beta4_pH[3,34,3] 0.757 0.140 0.482 0.757 1.048
beta4_pH[4,34,3] 0.675 0.165 0.365 0.668 1.026
beta4_pH[5,34,3] 0.872 1.066 -0.944 0.759 3.398
beta4_pH[6,34,3] 1.870 2.590 -2.486 1.559 8.057
beta4_pH[7,34,3] 1.242 1.322 -0.959 1.111 4.229
beta4_pH[8,34,3] 0.823 0.590 -0.260 0.784 2.025
beta4_pH[9,34,3] 1.038 1.218 -1.133 0.921 3.830
beta4_pH[10,34,3] 0.733 0.241 0.263 0.727 1.224
beta4_pH[11,34,3] 0.537 0.154 0.228 0.538 0.840
beta4_pH[12,34,3] 0.443 0.196 0.060 0.442 0.833
beta4_pH[13,34,3] 0.708 0.186 0.348 0.706 1.099
beta4_pH[14,34,3] 1.022 0.280 0.530 0.997 1.607
beta4_pH[15,34,3] 0.824 0.130 0.575 0.825 1.076
beta4_pH[16,34,3] 0.656 0.174 0.329 0.654 1.008
beta4_pH[1,35,3] 0.401 0.138 0.197 0.381 0.727
beta4_pH[2,35,3] 0.763 0.081 0.613 0.758 0.935
beta4_pH[3,35,3] 0.916 0.132 0.675 0.913 1.180
beta4_pH[4,35,3] 0.642 0.206 0.310 0.614 1.103
beta4_pH[5,35,3] 0.126 0.091 0.028 0.102 0.360
beta4_pH[6,35,3] 0.747 0.646 0.125 0.551 2.564
beta4_pH[7,35,3] 2.378 2.034 0.441 1.836 7.853
beta4_pH[8,35,3] 0.519 0.261 0.185 0.465 1.158
beta4_pH[9,35,3] 0.618 0.545 0.102 0.456 2.014
beta4_pH[10,35,3] 0.631 0.136 0.402 0.620 0.924
beta4_pH[11,35,3] 0.681 0.147 0.430 0.668 0.999
beta4_pH[12,35,3] 0.922 0.305 0.413 0.894 1.616
beta4_pH[13,35,3] 0.725 0.108 0.538 0.717 0.954
beta4_pH[14,35,3] 0.913 0.272 0.474 0.877 1.519
beta4_pH[15,35,3] 0.872 0.110 0.666 0.866 1.093
beta4_pH[16,35,3] 0.971 0.298 0.484 0.945 1.630
beta4_pH[1,36,3] 0.903 0.201 0.577 0.883 1.359
beta4_pH[2,36,3] 0.820 0.100 0.639 0.815 1.032
beta4_pH[3,36,3] 0.783 0.122 0.568 0.775 1.046
beta4_pH[4,36,3] 0.623 0.152 0.363 0.607 0.964
beta4_pH[5,36,3] 0.630 0.679 0.070 0.414 2.594
beta4_pH[6,36,3] 5.250 3.879 0.878 4.117 15.544
beta4_pH[7,36,3] 1.117 0.612 0.332 0.978 2.743
beta4_pH[8,36,3] 0.925 0.398 0.389 0.854 1.866
beta4_pH[9,36,3] 0.528 0.377 0.138 0.428 1.400
beta4_pH[10,36,3] 0.459 0.124 0.263 0.444 0.744
beta4_pH[11,36,3] 0.531 0.097 0.367 0.522 0.743
beta4_pH[12,36,3] 0.397 0.132 0.186 0.381 0.697
beta4_pH[13,36,3] 0.793 0.129 0.575 0.787 1.082
beta4_pH[14,36,3] 1.047 0.292 0.591 1.011 1.752
beta4_pH[15,36,3] 0.995 0.129 0.760 0.993 1.263
beta4_pH[16,36,3] 0.905 0.305 0.442 0.862 1.623
beta4_pH[1,37,3] 0.751 0.173 0.467 0.733 1.165
beta4_pH[2,37,3] 0.746 0.081 0.604 0.741 0.921
beta4_pH[3,37,3] 0.820 0.110 0.620 0.815 1.049
beta4_pH[4,37,3] 0.588 0.143 0.350 0.573 0.917
beta4_pH[5,37,3] 1.062 1.138 0.111 0.698 4.156
beta4_pH[6,37,3] 2.057 1.952 0.259 1.460 7.208
beta4_pH[7,37,3] 1.244 0.869 0.311 1.021 3.494
beta4_pH[8,37,3] 0.956 0.392 0.414 0.890 1.934
beta4_pH[9,37,3] 1.848 1.936 0.200 1.250 7.639
beta4_pH[10,37,3] 0.770 0.147 0.525 0.757 1.090
beta4_pH[11,37,3] 0.757 0.134 0.518 0.747 1.041
beta4_pH[12,37,3] 0.656 0.420 0.188 0.542 1.708
beta4_pH[13,37,3] 0.620 0.095 0.457 0.613 0.834
beta4_pH[14,37,3] 0.961 0.292 0.505 0.930 1.632
beta4_pH[15,37,3] 0.691 0.095 0.523 0.682 0.897
beta4_pH[16,37,3] 0.595 0.176 0.321 0.574 0.992
beta4_pH[1,38,3] 0.753 0.157 0.486 0.740 1.097
beta4_pH[2,38,3] 0.696 0.080 0.555 0.690 0.864
beta4_pH[3,38,3] 0.778 0.126 0.561 0.766 1.060
beta4_pH[4,38,3] 0.717 0.156 0.455 0.704 1.053
beta4_pH[5,38,3] 0.502 0.397 0.091 0.387 1.584
beta4_pH[6,38,3] 1.708 1.986 0.154 1.065 7.017
beta4_pH[7,38,3] 0.514 0.317 0.149 0.443 1.288
beta4_pH[8,38,3] 0.772 0.308 0.338 0.718 1.521
beta4_pH[9,38,3] 1.536 1.068 0.374 1.243 4.512
beta4_pH[10,38,3] 0.725 0.157 0.468 0.709 1.091
beta4_pH[11,38,3] 0.492 0.111 0.304 0.484 0.739
beta4_pH[12,38,3] 0.662 0.404 0.186 0.561 1.736
beta4_pH[13,38,3] 0.908 0.183 0.604 0.895 1.309
beta4_pH[14,38,3] 1.123 0.376 0.563 1.064 2.035
beta4_pH[15,38,3] 0.823 0.090 0.662 0.818 1.011
beta4_pH[16,38,3] 0.805 0.191 0.476 0.791 1.224
beta4_pH[1,39,3] 0.704 0.144 0.459 0.689 1.021
beta4_pH[2,39,3] 0.821 0.092 0.656 0.817 1.007
beta4_pH[3,39,3] 0.786 0.107 0.590 0.783 1.000
beta4_pH[4,39,3] 0.621 0.160 0.349 0.606 0.980
beta4_pH[5,39,3] 1.090 1.160 0.120 0.722 4.378
beta4_pH[6,39,3] 0.459 0.576 0.039 0.283 2.057
beta4_pH[7,39,3] 1.978 1.863 0.301 1.422 7.002
beta4_pH[8,39,3] 1.401 0.854 0.440 1.198 3.487
beta4_pH[9,39,3] 2.014 1.567 0.384 1.570 6.187
beta4_pH[10,39,3] 0.758 0.207 0.429 0.728 1.232
beta4_pH[11,39,3] 0.667 0.144 0.423 0.653 0.989
beta4_pH[12,39,3] 0.674 0.392 0.205 0.587 1.646
beta4_pH[13,39,3] 0.721 0.115 0.525 0.711 0.977
beta4_pH[14,39,3] 0.899 0.306 0.440 0.852 1.637
beta4_pH[15,39,3] 0.955 0.098 0.784 0.948 1.161
beta4_pH[16,39,3] 0.822 0.188 0.492 0.818 1.223
beta4_pH[1,40,3] 0.715 0.117 0.512 0.707 0.973
beta4_pH[2,40,3] 0.736 0.079 0.593 0.732 0.898
beta4_pH[3,40,3] 0.844 0.120 0.636 0.833 1.105
beta4_pH[4,40,3] 0.720 0.143 0.478 0.708 1.034
beta4_pH[5,40,3] 0.318 0.223 0.074 0.258 0.903
beta4_pH[6,40,3] 1.938 1.897 0.233 1.331 7.025
beta4_pH[7,40,3] 1.595 1.501 0.259 1.181 5.243
beta4_pH[8,40,3] 0.348 0.267 0.076 0.273 1.041
beta4_pH[9,40,3] 0.517 0.494 0.072 0.367 1.782
beta4_pH[10,40,3] 0.916 0.248 0.523 0.885 1.501
beta4_pH[11,40,3] 0.445 0.105 0.280 0.433 0.685
beta4_pH[12,40,3] 0.566 0.332 0.172 0.487 1.405
beta4_pH[13,40,3] 0.784 0.122 0.567 0.777 1.057
beta4_pH[14,40,3] 0.783 0.239 0.401 0.753 1.323
beta4_pH[15,40,3] 0.819 0.093 0.651 0.816 1.007
beta4_pH[16,40,3] 0.986 0.363 0.458 0.926 1.880
beta4_pH[1,41,3] 0.596 0.125 0.384 0.586 0.858
beta4_pH[2,41,3] 0.746 0.093 0.577 0.740 0.943
beta4_pH[3,41,3] 0.787 0.114 0.582 0.780 1.026
beta4_pH[4,41,3] 0.610 0.191 0.298 0.589 1.036
beta4_pH[5,41,3] 1.397 0.791 0.439 1.204 3.446
beta4_pH[6,41,3] 2.857 2.737 0.300 1.988 10.704
beta4_pH[7,41,3] 0.826 0.491 0.241 0.718 1.979
beta4_pH[8,41,3] 1.187 0.721 0.321 1.022 3.010
beta4_pH[9,41,3] 0.517 0.616 0.057 0.337 2.136
beta4_pH[10,41,3] 0.779 0.174 0.498 0.761 1.163
beta4_pH[11,41,3] 0.757 0.187 0.453 0.737 1.183
beta4_pH[12,41,3] 0.609 0.249 0.269 0.559 1.206
beta4_pH[13,41,3] 0.699 0.111 0.506 0.689 0.947
beta4_pH[14,41,3] 1.062 0.309 0.569 1.021 1.772
beta4_pH[15,41,3] 0.775 0.093 0.609 0.768 0.978
beta4_pH[16,41,3] 0.696 0.187 0.369 0.683 1.088
beta4_pH[1,42,3] 0.679 0.141 0.449 0.663 0.988
beta4_pH[2,42,3] 0.747 0.091 0.591 0.742 0.939
beta4_pH[3,42,3] 0.701 0.118 0.497 0.690 0.957
beta4_pH[4,42,3] 0.739 0.187 0.428 0.723 1.156
beta4_pH[5,42,3] 1.415 1.500 0.150 0.941 5.512
beta4_pH[6,42,3] 0.336 0.264 0.067 0.263 1.036
beta4_pH[7,42,3] 0.963 0.608 0.263 0.833 2.385
beta4_pH[8,42,3] 0.781 0.342 0.312 0.712 1.631
beta4_pH[9,42,3] 0.789 0.598 0.175 0.630 2.358
beta4_pH[10,42,3] 0.914 0.209 0.577 0.885 1.375
beta4_pH[11,42,3] 0.617 0.132 0.395 0.604 0.911
beta4_pH[12,42,3] 0.707 0.296 0.304 0.651 1.449
beta4_pH[13,42,3] 0.508 0.161 0.267 0.482 0.886
beta4_pH[14,42,3] 0.845 0.281 0.421 0.808 1.499
beta4_pH[15,42,3] 0.917 0.093 0.750 0.913 1.114
beta4_pH[16,42,3] 0.519 0.160 0.270 0.499 0.896
beta4_pH[1,43,3] 0.816 0.196 0.489 0.795 1.247
beta4_pH[2,43,3] 0.730 0.076 0.592 0.728 0.890
beta4_pH[3,43,3] 0.624 0.084 0.471 0.618 0.808
beta4_pH[4,43,3] 0.558 0.139 0.327 0.546 0.875
beta4_pH[5,43,3] 1.568 0.718 0.601 1.432 3.424
beta4_pH[6,43,3] 1.155 0.908 0.225 0.897 3.560
beta4_pH[7,43,3] 0.706 0.590 0.140 0.547 2.242
beta4_pH[8,43,3] 0.629 0.277 0.246 0.573 1.318
beta4_pH[9,43,3] 1.132 1.018 0.183 0.831 3.512
beta4_pH[10,43,3] 0.682 0.147 0.439 0.669 1.014
beta4_pH[11,43,3] 0.618 0.126 0.410 0.607 0.899
beta4_pH[12,43,3] 0.595 0.252 0.236 0.547 1.225
beta4_pH[13,43,3] 0.585 0.120 0.386 0.573 0.849
beta4_pH[14,43,3] 1.024 0.314 0.553 0.979 1.784
beta4_pH[15,43,3] 0.839 0.098 0.659 0.832 1.048
beta4_pH[16,43,3] 0.896 0.276 0.485 0.856 1.544
beta4_pH[1,44,3] 0.500 0.123 0.298 0.489 0.766
beta4_pH[2,44,3] 0.687 0.077 0.548 0.683 0.845
beta4_pH[3,44,3] 0.620 0.095 0.450 0.616 0.826
beta4_pH[4,44,3] 0.726 0.170 0.450 0.710 1.095
beta4_pH[5,44,3] 1.221 0.596 0.443 1.098 2.733
beta4_pH[6,44,3] 1.292 1.544 0.133 0.822 5.291
beta4_pH[7,44,3] 1.163 0.678 0.341 1.006 2.813
beta4_pH[8,44,3] 0.441 0.290 0.113 0.365 1.219
beta4_pH[9,44,3] 0.995 0.903 0.171 0.748 3.463
beta4_pH[10,44,3] 0.626 0.156 0.373 0.610 0.966
beta4_pH[11,44,3] 0.359 0.125 0.176 0.339 0.654
beta4_pH[12,44,3] 0.610 0.331 0.201 0.533 1.476
beta4_pH[13,44,3] 0.538 0.098 0.370 0.533 0.754
beta4_pH[14,44,3] 0.683 0.182 0.405 0.659 1.114
beta4_pH[15,44,3] 0.657 0.085 0.506 0.652 0.835
beta4_pH[16,44,3] 0.352 0.145 0.151 0.327 0.719
beta4_pH[1,45,3] 0.813 0.193 0.505 0.793 1.248
beta4_pH[2,45,3] 0.677 0.081 0.531 0.672 0.848
beta4_pH[3,45,3] 0.721 0.127 0.499 0.712 0.997
beta4_pH[4,45,3] 0.674 0.159 0.412 0.657 1.027
beta4_pH[5,45,3] 1.044 1.317 0.103 0.647 4.414
beta4_pH[6,45,3] 1.199 1.098 0.194 0.891 4.132
beta4_pH[7,45,3] 0.689 0.600 0.121 0.534 2.100
beta4_pH[8,45,3] 1.193 0.528 0.480 1.078 2.531
beta4_pH[9,45,3] 0.101 0.116 0.010 0.067 0.412
beta4_pH[10,45,3] 0.853 0.201 0.524 0.832 1.303
beta4_pH[11,45,3] 0.477 0.105 0.301 0.466 0.714
beta4_pH[12,45,3] 0.781 0.359 0.296 0.704 1.650
beta4_pH[13,45,3] 0.461 0.077 0.330 0.454 0.637
beta4_pH[14,45,3] 0.746 0.175 0.454 0.725 1.128
beta4_pH[15,45,3] 0.513 0.071 0.389 0.509 0.665
beta4_pH[16,45,3] 0.219 0.122 0.068 0.194 0.526
beta4_pH[1,46,3] 0.770 0.150 0.518 0.756 1.097
beta4_pH[2,46,3] 0.680 0.096 0.511 0.675 0.884
beta4_pH[3,46,3] 0.726 0.107 0.544 0.717 0.966
beta4_pH[4,46,3] 0.591 0.181 0.311 0.563 1.006
beta4_pH[5,46,3] 1.093 0.610 0.365 0.947 2.658
beta4_pH[6,46,3] 1.460 1.763 0.116 0.874 6.677
beta4_pH[7,46,3] 1.669 1.268 0.363 1.315 5.273
beta4_pH[8,46,3] 1.078 0.500 0.418 0.971 2.328
beta4_pH[9,46,3] 1.618 1.609 0.220 1.123 6.061
beta4_pH[10,46,3] 0.664 0.179 0.375 0.644 1.102
beta4_pH[11,46,3] 0.699 0.157 0.435 0.686 1.049
beta4_pH[12,46,3] 0.567 0.187 0.270 0.544 1.002
beta4_pH[13,46,3] 0.590 0.177 0.323 0.563 1.012
beta4_pH[14,46,3] 1.031 0.373 0.489 0.959 1.922
beta4_pH[15,46,3] 0.619 0.075 0.485 0.615 0.784
beta4_pH[16,46,3] 0.757 0.334 0.296 0.699 1.566
beta4_pH[1,47,3] 0.640 0.150 0.396 0.620 0.973
beta4_pH[2,47,3] 0.723 0.099 0.554 0.717 0.940
beta4_pH[3,47,3] 0.745 0.109 0.554 0.737 0.982
beta4_pH[4,47,3] 0.530 0.190 0.245 0.500 0.983
beta4_pH[5,47,3] 0.118 0.094 0.023 0.092 0.351
beta4_pH[6,47,3] 0.188 0.142 0.043 0.152 0.540
beta4_pH[7,47,3] 0.486 0.437 0.081 0.359 1.648
beta4_pH[8,47,3] 0.857 0.585 0.208 0.719 2.349
beta4_pH[9,47,3] 0.475 0.601 0.042 0.293 2.017
beta4_pH[10,47,3] 0.837 0.266 0.414 0.801 1.474
beta4_pH[11,47,3] 0.590 0.121 0.386 0.580 0.865
beta4_pH[12,47,3] 0.678 0.209 0.336 0.657 1.132
beta4_pH[13,47,3] 0.680 0.117 0.481 0.670 0.933
beta4_pH[14,47,3] 0.903 0.341 0.401 0.853 1.705
beta4_pH[15,47,3] 0.701 0.112 0.515 0.693 0.944
beta4_pH[16,47,3] 0.606 0.222 0.292 0.568 1.146
beta4_pH[1,1,4] 0.706 0.220 0.286 0.703 1.160
beta4_pH[2,1,4] 0.787 0.112 0.562 0.785 1.020
beta4_pH[3,1,4] 0.868 0.178 0.513 0.862 1.231
beta4_pH[4,1,4] 0.827 0.304 0.250 0.815 1.485
beta4_pH[5,1,4] 0.929 1.127 -0.973 0.841 3.547
beta4_pH[6,1,4] 1.965 2.904 -3.456 1.674 8.857
beta4_pH[7,1,4] 1.215 1.254 -0.887 1.107 3.973
beta4_pH[8,1,4] 0.824 0.569 -0.198 0.790 2.048
beta4_pH[9,1,4] 1.060 1.339 -1.190 0.914 4.189
beta4_pH[10,1,4] 0.740 0.231 0.288 0.733 1.234
beta4_pH[11,1,4] 0.642 0.194 0.269 0.639 1.043
beta4_pH[12,1,4] 0.645 0.403 -0.092 0.623 1.588
beta4_pH[13,1,4] 0.704 0.182 0.353 0.698 1.083
beta4_pH[14,1,4] 0.928 0.305 0.327 0.924 1.555
beta4_pH[15,1,4] 0.878 0.153 0.561 0.876 1.190
beta4_pH[16,1,4] 0.913 0.347 0.243 0.902 1.630
beta4_pH[1,2,4] 0.707 0.221 0.281 0.703 1.165
beta4_pH[2,2,4] 0.786 0.110 0.562 0.784 1.018
beta4_pH[3,2,4] 0.871 0.178 0.538 0.863 1.238
beta4_pH[4,2,4] 0.825 0.308 0.254 0.812 1.460
beta4_pH[5,2,4] 0.926 1.100 -0.967 0.815 3.464
beta4_pH[6,2,4] 1.955 2.912 -3.129 1.647 8.650
beta4_pH[7,2,4] 1.204 1.241 -1.020 1.110 4.012
beta4_pH[8,2,4] 0.846 0.572 -0.163 0.791 2.092
beta4_pH[9,2,4] 1.065 1.283 -1.170 0.947 3.892
beta4_pH[10,2,4] 0.743 0.233 0.291 0.738 1.229
beta4_pH[11,2,4] 0.648 0.192 0.278 0.642 1.043
beta4_pH[12,2,4] 0.660 0.393 -0.064 0.634 1.531
beta4_pH[13,2,4] 0.705 0.178 0.362 0.702 1.076
beta4_pH[14,2,4] 0.926 0.303 0.358 0.922 1.533
beta4_pH[15,2,4] 0.878 0.152 0.579 0.874 1.196
beta4_pH[16,2,4] 0.920 0.347 0.293 0.899 1.646
beta4_pH[1,3,4] 0.708 0.217 0.288 0.703 1.151
beta4_pH[2,3,4] 0.785 0.108 0.578 0.783 1.011
beta4_pH[3,3,4] 0.868 0.178 0.532 0.862 1.243
beta4_pH[4,3,4] 0.835 0.306 0.256 0.823 1.484
beta4_pH[5,3,4] 0.937 1.172 -0.945 0.812 3.500
beta4_pH[6,3,4] 1.884 2.877 -3.094 1.559 8.934
beta4_pH[7,3,4] 1.218 1.285 -0.875 1.090 3.971
beta4_pH[8,3,4] 0.841 0.590 -0.170 0.797 2.081
beta4_pH[9,3,4] 1.069 1.217 -1.000 0.926 3.863
beta4_pH[10,3,4] 0.731 0.240 0.287 0.721 1.241
beta4_pH[11,3,4] 0.643 0.193 0.282 0.640 1.046
beta4_pH[12,3,4] 0.650 0.388 -0.064 0.630 1.455
beta4_pH[13,3,4] 0.699 0.178 0.356 0.694 1.074
beta4_pH[14,3,4] 0.932 0.304 0.363 0.920 1.586
beta4_pH[15,3,4] 0.886 0.153 0.586 0.881 1.197
beta4_pH[16,3,4] 0.904 0.348 0.231 0.888 1.634
beta4_pH[1,4,4] 0.704 0.221 0.266 0.698 1.144
beta4_pH[2,4,4] 0.787 0.107 0.576 0.785 1.008
beta4_pH[3,4,4] 0.863 0.176 0.512 0.863 1.219
beta4_pH[4,4,4] 0.821 0.298 0.262 0.805 1.430
beta4_pH[5,4,4] 0.908 1.149 -0.903 0.784 3.563
beta4_pH[6,4,4] 1.961 2.917 -3.190 1.652 8.609
beta4_pH[7,4,4] 1.231 1.227 -0.881 1.124 3.915
beta4_pH[8,4,4] 0.837 0.588 -0.243 0.801 2.144
beta4_pH[9,4,4] 1.059 1.246 -1.062 0.929 3.995
beta4_pH[10,4,4] 0.744 0.240 0.301 0.734 1.242
beta4_pH[11,4,4] 0.645 0.193 0.274 0.638 1.053
beta4_pH[12,4,4] 0.651 0.381 -0.070 0.621 1.501
beta4_pH[13,4,4] 0.705 0.182 0.346 0.704 1.068
beta4_pH[14,4,4] 0.937 0.313 0.333 0.932 1.572
beta4_pH[15,4,4] 0.882 0.156 0.571 0.884 1.186
beta4_pH[16,4,4] 0.908 0.357 0.261 0.898 1.642
beta4_pH[1,5,4] 0.712 0.217 0.289 0.710 1.161
beta4_pH[2,5,4] 0.786 0.110 0.572 0.784 1.008
beta4_pH[3,5,4] 0.874 0.181 0.534 0.871 1.262
beta4_pH[4,5,4] 0.829 0.304 0.244 0.817 1.474
beta4_pH[5,5,4] 0.906 1.109 -0.966 0.799 3.468
beta4_pH[6,5,4] 1.994 2.901 -3.224 1.621 8.921
beta4_pH[7,5,4] 1.223 1.277 -1.088 1.112 4.155
beta4_pH[8,5,4] 0.849 0.565 -0.131 0.811 2.068
beta4_pH[9,5,4] 1.064 1.312 -1.184 0.916 4.170
beta4_pH[10,5,4] 0.742 0.238 0.279 0.735 1.235
beta4_pH[11,5,4] 0.643 0.191 0.261 0.642 1.036
beta4_pH[12,5,4] 0.644 0.397 -0.103 0.615 1.510
beta4_pH[13,5,4] 0.703 0.178 0.354 0.700 1.060
beta4_pH[14,5,4] 0.931 0.304 0.335 0.925 1.571
beta4_pH[15,5,4] 0.881 0.152 0.582 0.878 1.190
beta4_pH[16,5,4] 0.920 0.355 0.231 0.907 1.677
beta4_pH[1,6,4] 0.703 0.223 0.250 0.700 1.141
beta4_pH[2,6,4] 0.787 0.112 0.570 0.786 1.016
beta4_pH[3,6,4] 0.865 0.175 0.524 0.859 1.240
beta4_pH[4,6,4] 0.819 0.305 0.228 0.810 1.454
beta4_pH[5,6,4] 0.903 1.061 -1.010 0.796 3.245
beta4_pH[6,6,4] 2.028 2.923 -2.934 1.623 9.257
beta4_pH[7,6,4] 1.253 1.300 -0.870 1.104 4.316
beta4_pH[8,6,4] 0.827 0.577 -0.216 0.780 2.072
beta4_pH[9,6,4] 1.070 1.213 -1.082 0.936 3.940
beta4_pH[10,6,4] 0.739 0.237 0.296 0.731 1.242
beta4_pH[11,6,4] 0.644 0.184 0.291 0.641 1.031
beta4_pH[12,6,4] 0.648 0.397 -0.092 0.620 1.508
beta4_pH[13,6,4] 0.705 0.178 0.342 0.705 1.065
beta4_pH[14,6,4] 0.924 0.308 0.343 0.915 1.561
beta4_pH[15,6,4] 0.880 0.155 0.574 0.880 1.183
beta4_pH[16,6,4] 0.907 0.353 0.255 0.895 1.641
beta4_pH[1,7,4] 0.710 0.217 0.298 0.707 1.142
beta4_pH[2,7,4] 0.786 0.112 0.563 0.787 1.013
beta4_pH[3,7,4] 0.867 0.179 0.512 0.862 1.242
beta4_pH[4,7,4] 0.824 0.304 0.256 0.810 1.472
beta4_pH[5,7,4] 0.930 1.089 -0.955 0.844 3.238
beta4_pH[6,7,4] 1.885 2.820 -3.074 1.569 8.387
beta4_pH[7,7,4] 1.220 1.228 -0.950 1.110 3.891
beta4_pH[8,7,4] 0.831 0.569 -0.199 0.800 2.088
beta4_pH[9,7,4] 1.042 1.253 -1.212 0.954 3.872
beta4_pH[10,7,4] 0.740 0.230 0.288 0.730 1.213
beta4_pH[11,7,4] 0.650 0.193 0.291 0.640 1.054
beta4_pH[12,7,4] 0.654 0.391 -0.054 0.624 1.502
beta4_pH[13,7,4] 0.705 0.174 0.374 0.698 1.061
beta4_pH[14,7,4] 0.943 0.313 0.346 0.931 1.593
beta4_pH[15,7,4] 0.880 0.154 0.569 0.877 1.183
beta4_pH[16,7,4] 0.906 0.341 0.278 0.889 1.642
beta4_pH[1,8,4] 0.718 0.219 0.290 0.710 1.165
beta4_pH[2,8,4] 0.785 0.111 0.562 0.783 1.013
beta4_pH[3,8,4] 0.864 0.186 0.498 0.857 1.235
beta4_pH[4,8,4] 0.832 0.309 0.277 0.814 1.488
beta4_pH[5,8,4] 0.937 1.135 -0.893 0.835 3.403
beta4_pH[6,8,4] 1.945 2.834 -3.080 1.605 8.858
beta4_pH[7,8,4] 1.217 1.275 -0.955 1.084 4.215
beta4_pH[8,8,4] 0.836 0.574 -0.223 0.811 2.064
beta4_pH[9,8,4] 1.040 1.246 -1.221 0.926 3.846
beta4_pH[10,8,4] 0.741 0.238 0.296 0.730 1.238
beta4_pH[11,8,4] 0.645 0.194 0.274 0.639 1.065
beta4_pH[12,8,4] 0.650 0.401 -0.097 0.629 1.505
beta4_pH[13,8,4] 0.706 0.181 0.353 0.703 1.067
beta4_pH[14,8,4] 0.940 0.304 0.368 0.932 1.569
beta4_pH[15,8,4] 0.876 0.153 0.583 0.874 1.200
beta4_pH[16,8,4] 0.915 0.360 0.223 0.887 1.689
beta4_pH[1,9,4] 0.709 0.218 0.283 0.705 1.172
beta4_pH[2,9,4] 0.792 0.111 0.575 0.790 1.028
beta4_pH[3,9,4] 0.870 0.180 0.527 0.867 1.245
beta4_pH[4,9,4] 0.828 0.299 0.285 0.816 1.472
beta4_pH[5,9,4] 0.901 1.115 -0.964 0.811 3.222
beta4_pH[6,9,4] 2.026 2.908 -3.255 1.628 8.737
beta4_pH[7,9,4] 1.232 1.254 -0.916 1.090 4.056
beta4_pH[8,9,4] 0.848 0.574 -0.183 0.813 2.113
beta4_pH[9,9,4] 1.062 1.343 -1.206 0.917 4.102
beta4_pH[10,9,4] 0.739 0.229 0.296 0.729 1.214
beta4_pH[11,9,4] 0.650 0.194 0.283 0.644 1.051
beta4_pH[12,9,4] 0.657 0.394 -0.087 0.635 1.550
beta4_pH[13,9,4] 0.704 0.178 0.351 0.702 1.073
beta4_pH[14,9,4] 0.932 0.311 0.329 0.926 1.586
beta4_pH[15,9,4] 0.877 0.151 0.581 0.875 1.174
beta4_pH[16,9,4] 0.913 0.359 0.232 0.904 1.650
beta4_pH[1,10,4] 0.711 0.229 0.253 0.710 1.186
beta4_pH[2,10,4] 0.787 0.110 0.573 0.784 1.013
beta4_pH[3,10,4] 0.869 0.180 0.533 0.868 1.234
beta4_pH[4,10,4] 0.831 0.310 0.250 0.817 1.492
beta4_pH[5,10,4] 0.949 1.128 -1.015 0.869 3.487
beta4_pH[6,10,4] 1.996 2.938 -3.040 1.589 9.168
beta4_pH[7,10,4] 1.218 1.292 -1.021 1.103 4.259
beta4_pH[8,10,4] 0.850 0.554 -0.162 0.805 2.101
beta4_pH[9,10,4] 1.072 1.273 -1.232 0.944 3.969
beta4_pH[10,10,4] 0.736 0.233 0.289 0.731 1.222
beta4_pH[11,10,4] 0.644 0.190 0.290 0.636 1.031
beta4_pH[12,10,4] 0.654 0.402 -0.082 0.626 1.548
beta4_pH[13,10,4] 0.701 0.181 0.352 0.701 1.070
beta4_pH[14,10,4] 0.928 0.312 0.318 0.917 1.555
beta4_pH[15,10,4] 0.877 0.154 0.578 0.875 1.199
beta4_pH[16,10,4] 0.909 0.351 0.241 0.890 1.664
beta4_pH[1,11,4] 0.708 0.220 0.295 0.702 1.149
beta4_pH[2,11,4] 0.789 0.109 0.584 0.785 1.008
beta4_pH[3,11,4] 0.866 0.179 0.524 0.861 1.235
beta4_pH[4,11,4] 0.818 0.303 0.241 0.806 1.452
beta4_pH[5,11,4] 0.919 1.114 -0.984 0.816 3.285
beta4_pH[6,11,4] 1.772 2.693 -3.543 1.563 7.946
beta4_pH[7,11,4] 1.237 1.221 -0.883 1.124 4.106
beta4_pH[8,11,4] 0.851 0.578 -0.164 0.802 2.114
beta4_pH[9,11,4] 1.066 1.257 -1.130 0.937 3.950
beta4_pH[10,11,4] 0.736 0.231 0.304 0.724 1.207
beta4_pH[11,11,4] 0.644 0.194 0.278 0.637 1.060
beta4_pH[12,11,4] 0.634 0.392 -0.110 0.620 1.465
beta4_pH[13,11,4] 0.707 0.178 0.363 0.699 1.077
beta4_pH[14,11,4] 0.936 0.310 0.323 0.931 1.584
beta4_pH[15,11,4] 0.880 0.152 0.573 0.879 1.179
beta4_pH[16,11,4] 0.910 0.346 0.240 0.900 1.644
beta4_pH[1,12,4] 0.714 0.220 0.270 0.713 1.150
beta4_pH[2,12,4] 0.787 0.108 0.576 0.788 1.006
beta4_pH[3,12,4] 0.868 0.178 0.526 0.858 1.238
beta4_pH[4,12,4] 0.833 0.308 0.261 0.808 1.485
beta4_pH[5,12,4] 0.912 1.138 -1.092 0.817 3.395
beta4_pH[6,12,4] 1.957 2.885 -3.526 1.628 8.960
beta4_pH[7,12,4] 1.194 1.232 -1.077 1.074 4.052
beta4_pH[8,12,4] 0.847 0.570 -0.161 0.802 2.166
beta4_pH[9,12,4] 1.074 1.274 -1.041 0.936 4.138
beta4_pH[10,12,4] 0.732 0.231 0.293 0.728 1.217
beta4_pH[11,12,4] 0.644 0.197 0.256 0.638 1.054
beta4_pH[12,12,4] 0.648 0.397 -0.087 0.624 1.521
beta4_pH[13,12,4] 0.706 0.181 0.360 0.702 1.075
beta4_pH[14,12,4] 0.939 0.311 0.375 0.934 1.567
beta4_pH[15,12,4] 0.880 0.153 0.571 0.878 1.194
beta4_pH[16,12,4] 0.915 0.348 0.250 0.901 1.676
beta4_pH[1,13,4] 0.703 0.218 0.282 0.696 1.144
beta4_pH[2,13,4] 0.787 0.107 0.581 0.784 1.013
beta4_pH[3,13,4] 0.865 0.177 0.524 0.861 1.237
beta4_pH[4,13,4] 0.825 0.306 0.251 0.816 1.457
beta4_pH[5,13,4] 0.944 1.107 -0.931 0.827 3.391
beta4_pH[6,13,4] 1.977 2.763 -2.937 1.621 8.692
beta4_pH[7,13,4] 1.218 1.250 -0.885 1.107 3.971
beta4_pH[8,13,4] 0.851 0.573 -0.176 0.804 2.173
beta4_pH[9,13,4] 1.087 1.303 -1.168 0.934 4.081
beta4_pH[10,13,4] 0.735 0.237 0.275 0.731 1.211
beta4_pH[11,13,4] 0.645 0.190 0.284 0.637 1.039
beta4_pH[12,13,4] 0.652 0.400 -0.118 0.635 1.530
beta4_pH[13,13,4] 0.705 0.176 0.351 0.703 1.063
beta4_pH[14,13,4] 0.928 0.305 0.340 0.916 1.565
beta4_pH[15,13,4] 0.886 0.148 0.599 0.884 1.188
beta4_pH[16,13,4] 0.905 0.357 0.243 0.887 1.671
beta4_pH[1,14,4] 0.707 0.217 0.288 0.700 1.168
beta4_pH[2,14,4] 0.789 0.113 0.565 0.789 1.021
beta4_pH[3,14,4] 0.869 0.179 0.523 0.865 1.225
beta4_pH[4,14,4] 0.837 0.305 0.268 0.830 1.461
beta4_pH[5,14,4] 0.920 1.152 -0.962 0.806 3.503
beta4_pH[6,14,4] 1.943 2.856 -3.346 1.574 8.769
beta4_pH[7,14,4] 1.204 1.334 -0.959 1.086 4.118
beta4_pH[8,14,4] 0.847 0.578 -0.260 0.804 2.120
beta4_pH[9,14,4] 1.076 1.267 -1.179 0.951 3.995
beta4_pH[10,14,4] 0.738 0.233 0.285 0.733 1.224
beta4_pH[11,14,4] 0.638 0.187 0.271 0.635 1.001
beta4_pH[12,14,4] 0.641 0.394 -0.098 0.611 1.495
beta4_pH[13,14,4] 0.703 0.174 0.361 0.701 1.052
beta4_pH[14,14,4] 0.935 0.310 0.349 0.926 1.566
beta4_pH[15,14,4] 0.873 0.152 0.580 0.874 1.178
beta4_pH[16,14,4] 0.923 0.338 0.282 0.903 1.653
beta4_pH[1,15,4] 0.705 0.218 0.290 0.700 1.152
beta4_pH[2,15,4] 0.791 0.110 0.581 0.788 1.019
beta4_pH[3,15,4] 0.872 0.180 0.528 0.871 1.244
beta4_pH[4,15,4] 0.832 0.314 0.256 0.814 1.459
beta4_pH[5,15,4] 0.896 1.091 -1.031 0.793 3.323
beta4_pH[6,15,4] 2.017 2.995 -3.304 1.648 9.573
beta4_pH[7,15,4] 1.227 1.267 -1.052 1.115 3.966
beta4_pH[8,15,4] 0.833 0.579 -0.222 0.790 2.073
beta4_pH[9,15,4] 1.103 1.226 -0.925 0.945 4.071
beta4_pH[10,15,4] 0.735 0.228 0.276 0.731 1.209
beta4_pH[11,15,4] 0.655 0.193 0.290 0.646 1.080
beta4_pH[12,15,4] 0.654 0.390 -0.077 0.633 1.542
beta4_pH[13,15,4] 0.718 0.177 0.392 0.712 1.086
beta4_pH[14,15,4] 0.944 0.313 0.346 0.926 1.607
beta4_pH[15,15,4] 0.892 0.154 0.597 0.883 1.217
beta4_pH[16,15,4] 0.904 0.359 0.240 0.891 1.704
beta4_pH[1,16,4] 0.718 0.223 0.281 0.708 1.179
beta4_pH[2,16,4] 0.786 0.110 0.575 0.782 1.013
beta4_pH[3,16,4] 0.872 0.176 0.523 0.867 1.253
beta4_pH[4,16,4] 0.831 0.305 0.247 0.824 1.465
beta4_pH[5,16,4] 0.936 1.081 -0.941 0.832 3.393
beta4_pH[6,16,4] 1.953 3.034 -3.479 1.575 9.184
beta4_pH[7,16,4] 1.256 1.240 -0.825 1.129 4.077
beta4_pH[8,16,4] 0.827 0.586 -0.281 0.784 2.141
beta4_pH[9,16,4] 1.064 1.268 -1.055 0.915 4.057
beta4_pH[10,16,4] 0.729 0.237 0.264 0.722 1.199
beta4_pH[11,16,4] 0.632 0.196 0.254 0.626 1.045
beta4_pH[12,16,4] 0.654 0.393 -0.064 0.626 1.508
beta4_pH[13,16,4] 0.714 0.176 0.370 0.711 1.076
beta4_pH[14,16,4] 0.932 0.308 0.340 0.929 1.577
beta4_pH[15,16,4] 0.878 0.153 0.565 0.876 1.178
beta4_pH[16,16,4] 0.920 0.344 0.294 0.902 1.649
beta4_pH[1,17,4] 0.714 0.217 0.290 0.717 1.160
beta4_pH[2,17,4] 0.783 0.110 0.567 0.779 1.022
beta4_pH[3,17,4] 0.863 0.179 0.515 0.859 1.238
beta4_pH[4,17,4] 0.826 0.301 0.251 0.813 1.431
beta4_pH[5,17,4] 0.921 1.108 -0.979 0.829 3.355
beta4_pH[6,17,4] 1.845 2.779 -3.090 1.529 8.253
beta4_pH[7,17,4] 1.217 1.260 -0.791 1.077 4.159
beta4_pH[8,17,4] 0.850 0.584 -0.268 0.806 2.166
beta4_pH[9,17,4] 1.053 1.265 -1.118 0.919 4.002
beta4_pH[10,17,4] 0.733 0.236 0.293 0.724 1.228
beta4_pH[11,17,4] 0.634 0.195 0.247 0.628 1.038
beta4_pH[12,17,4] 0.645 0.400 -0.106 0.619 1.519
beta4_pH[13,17,4] 0.707 0.173 0.390 0.704 1.085
beta4_pH[14,17,4] 0.945 0.304 0.360 0.931 1.585
beta4_pH[15,17,4] 0.876 0.155 0.575 0.872 1.197
beta4_pH[16,17,4] 0.886 0.366 0.169 0.870 1.638
beta4_pH[1,18,4] 0.703 0.218 0.277 0.703 1.159
beta4_pH[2,18,4] 0.785 0.110 0.567 0.782 1.016
beta4_pH[3,18,4] 0.864 0.179 0.524 0.860 1.231
beta4_pH[4,18,4] 0.821 0.307 0.254 0.802 1.473
beta4_pH[5,18,4] 0.921 1.126 -0.940 0.817 3.423
beta4_pH[6,18,4] 1.958 2.797 -2.864 1.661 8.678
beta4_pH[7,18,4] 1.221 1.294 -1.003 1.096 3.938
beta4_pH[8,18,4] 0.831 0.570 -0.205 0.782 2.087
beta4_pH[9,18,4] 1.017 1.224 -1.048 0.899 3.880
beta4_pH[10,18,4] 0.732 0.236 0.273 0.722 1.238
beta4_pH[11,18,4] 0.639 0.189 0.279 0.633 1.027
beta4_pH[12,18,4] 0.667 0.382 -0.012 0.635 1.536
beta4_pH[13,18,4] 0.705 0.178 0.360 0.700 1.073
beta4_pH[14,18,4] 0.949 0.311 0.353 0.935 1.598
beta4_pH[15,18,4] 0.885 0.150 0.595 0.880 1.198
beta4_pH[16,18,4] 0.877 0.354 0.210 0.862 1.636
beta4_pH[1,19,4] 0.713 0.223 0.277 0.706 1.188
beta4_pH[2,19,4] 0.785 0.110 0.570 0.783 1.009
beta4_pH[3,19,4] 0.865 0.176 0.501 0.864 1.215
beta4_pH[4,19,4] 0.819 0.310 0.242 0.805 1.457
beta4_pH[5,19,4] 0.924 1.069 -1.008 0.823 3.330
beta4_pH[6,19,4] 1.940 2.792 -2.923 1.595 8.481
beta4_pH[7,19,4] 1.231 1.322 -1.072 1.102 4.147
beta4_pH[8,19,4] 0.827 0.562 -0.206 0.796 2.052
beta4_pH[9,19,4] 1.083 1.253 -1.058 0.957 4.087
beta4_pH[10,19,4] 0.735 0.227 0.285 0.731 1.215
beta4_pH[11,19,4] 0.633 0.196 0.248 0.628 1.050
beta4_pH[12,19,4] 0.661 0.388 -0.081 0.635 1.487
beta4_pH[13,19,4] 0.704 0.178 0.353 0.703 1.070
beta4_pH[14,19,4] 0.920 0.317 0.278 0.917 1.567
beta4_pH[15,19,4] 0.884 0.148 0.593 0.883 1.181
beta4_pH[16,19,4] 0.905 0.351 0.225 0.890 1.652
beta4_pH[1,20,4] 0.712 0.222 0.289 0.709 1.171
beta4_pH[2,20,4] 0.787 0.110 0.578 0.783 1.015
beta4_pH[3,20,4] 0.870 0.181 0.516 0.866 1.248
beta4_pH[4,20,4] 0.829 0.307 0.251 0.812 1.489
beta4_pH[5,20,4] 0.934 1.090 -1.023 0.837 3.297
beta4_pH[6,20,4] 1.904 2.894 -3.732 1.600 8.711
beta4_pH[7,20,4] 1.226 1.299 -0.882 1.104 3.931
beta4_pH[8,20,4] 0.837 0.578 -0.266 0.812 2.065
beta4_pH[9,20,4] 1.057 1.298 -1.099 0.920 4.187
beta4_pH[10,20,4] 0.741 0.232 0.311 0.731 1.219
beta4_pH[11,20,4] 0.629 0.196 0.257 0.627 1.031
beta4_pH[12,20,4] 0.651 0.387 -0.074 0.618 1.491
beta4_pH[13,20,4] 0.709 0.177 0.370 0.703 1.072
beta4_pH[14,20,4] 0.932 0.309 0.350 0.922 1.551
beta4_pH[15,20,4] 0.882 0.152 0.585 0.880 1.194
beta4_pH[16,20,4] 0.896 0.355 0.204 0.888 1.645
beta4_pH[1,21,4] 0.712 0.217 0.294 0.709 1.145
beta4_pH[2,21,4] 0.787 0.109 0.573 0.786 1.007
beta4_pH[3,21,4] 0.870 0.179 0.522 0.865 1.240
beta4_pH[4,21,4] 0.826 0.314 0.241 0.808 1.491
beta4_pH[5,21,4] 0.942 1.099 -1.025 0.862 3.302
beta4_pH[6,21,4] 1.939 2.899 -3.444 1.631 8.581
beta4_pH[7,21,4] 1.263 1.220 -0.776 1.153 4.137
beta4_pH[8,21,4] 0.812 0.573 -0.218 0.772 2.015
beta4_pH[9,21,4] 1.082 1.316 -1.201 0.963 4.103
beta4_pH[10,21,4] 0.739 0.234 0.295 0.732 1.234
beta4_pH[11,21,4] 0.630 0.195 0.245 0.628 1.035
beta4_pH[12,21,4] 0.653 0.381 -0.051 0.633 1.500
beta4_pH[13,21,4] 0.709 0.172 0.370 0.703 1.065
beta4_pH[14,21,4] 0.940 0.315 0.310 0.928 1.608
beta4_pH[15,21,4] 0.877 0.152 0.579 0.876 1.190
beta4_pH[16,21,4] 0.909 0.354 0.232 0.892 1.676
beta4_pH[1,22,4] 0.712 0.223 0.278 0.703 1.180
beta4_pH[2,22,4] 0.785 0.108 0.577 0.782 1.005
beta4_pH[3,22,4] 0.865 0.179 0.517 0.864 1.222
beta4_pH[4,22,4] 0.837 0.307 0.265 0.816 1.485
beta4_pH[5,22,4] 0.941 1.071 -0.934 0.830 3.293
beta4_pH[6,22,4] 1.910 2.797 -3.193 1.557 8.502
beta4_pH[7,22,4] 1.247 1.246 -0.805 1.090 3.984
beta4_pH[8,22,4] 0.835 0.568 -0.218 0.797 2.075
beta4_pH[9,22,4] 1.064 1.330 -1.098 0.931 3.989
beta4_pH[10,22,4] 0.735 0.231 0.298 0.727 1.221
beta4_pH[11,22,4] 0.632 0.193 0.254 0.630 1.034
beta4_pH[12,22,4] 0.638 0.388 -0.116 0.627 1.461
beta4_pH[13,22,4] 0.703 0.175 0.358 0.699 1.065
beta4_pH[14,22,4] 0.935 0.315 0.329 0.929 1.585
beta4_pH[15,22,4] 0.881 0.151 0.578 0.879 1.182
beta4_pH[16,22,4] 0.889 0.346 0.210 0.881 1.614
beta4_pH[1,23,4] 0.711 0.217 0.298 0.706 1.167
beta4_pH[2,23,4] 0.786 0.110 0.574 0.782 1.009
beta4_pH[3,23,4] 0.863 0.179 0.507 0.857 1.222
beta4_pH[4,23,4] 0.828 0.302 0.247 0.817 1.472
beta4_pH[5,23,4] 0.930 1.087 -0.981 0.821 3.486
beta4_pH[6,23,4] 1.890 2.793 -3.309 1.578 8.422
beta4_pH[7,23,4] 1.216 1.242 -0.950 1.094 3.992
beta4_pH[8,23,4] 0.834 0.573 -0.181 0.808 2.081
beta4_pH[9,23,4] 1.062 1.296 -1.158 0.896 4.124
beta4_pH[10,23,4] 0.743 0.236 0.315 0.730 1.253
beta4_pH[11,23,4] 0.647 0.188 0.286 0.645 1.035
beta4_pH[12,23,4] 0.645 0.380 -0.077 0.622 1.477
beta4_pH[13,23,4] 0.705 0.175 0.348 0.707 1.057
beta4_pH[14,23,4] 0.942 0.314 0.348 0.931 1.600
beta4_pH[15,23,4] 0.884 0.151 0.581 0.886 1.186
beta4_pH[16,23,4] 0.898 0.348 0.221 0.886 1.648
beta4_pH[1,24,4] 0.714 0.221 0.298 0.715 1.165
beta4_pH[2,24,4] 0.788 0.112 0.571 0.785 1.035
beta4_pH[3,24,4] 0.871 0.181 0.525 0.868 1.245
beta4_pH[4,24,4] 0.817 0.312 0.211 0.806 1.470
beta4_pH[5,24,4] 0.922 1.071 -0.943 0.831 3.392
beta4_pH[6,24,4] 1.923 2.868 -3.412 1.652 8.643
beta4_pH[7,24,4] 1.243 1.291 -0.905 1.106 4.137
beta4_pH[8,24,4] 0.837 0.574 -0.178 0.800 2.126
beta4_pH[9,24,4] 1.076 1.324 -1.182 0.949 3.971
beta4_pH[10,24,4] 0.742 0.239 0.273 0.738 1.221
beta4_pH[11,24,4] 0.629 0.191 0.271 0.623 1.036
beta4_pH[12,24,4] 0.667 0.396 -0.048 0.635 1.560
beta4_pH[13,24,4] 0.711 0.179 0.351 0.708 1.074
beta4_pH[14,24,4] 0.952 0.310 0.386 0.937 1.613
beta4_pH[15,24,4] 0.882 0.151 0.579 0.882 1.198
beta4_pH[16,24,4] 0.923 0.345 0.297 0.903 1.695
beta4_pH[1,25,4] 0.716 0.220 0.287 0.714 1.179
beta4_pH[2,25,4] 0.787 0.110 0.577 0.786 1.009
beta4_pH[3,25,4] 0.870 0.182 0.523 0.866 1.241
beta4_pH[4,25,4] 0.828 0.305 0.264 0.813 1.477
beta4_pH[5,25,4] 0.887 1.176 -1.023 0.783 3.551
beta4_pH[6,25,4] 1.941 2.845 -3.273 1.669 8.818
beta4_pH[7,25,4] 1.251 1.275 -0.919 1.110 4.354
beta4_pH[8,25,4] 0.858 0.595 -0.214 0.806 2.161
beta4_pH[9,25,4] 1.071 1.318 -1.032 0.901 4.043
beta4_pH[10,25,4] 0.739 0.236 0.291 0.727 1.231
beta4_pH[11,25,4] 0.625 0.191 0.249 0.624 1.024
beta4_pH[12,25,4] 0.655 0.383 -0.074 0.633 1.446
beta4_pH[13,25,4] 0.714 0.173 0.378 0.711 1.081
beta4_pH[14,25,4] 0.966 0.306 0.382 0.961 1.602
beta4_pH[15,25,4] 0.886 0.152 0.603 0.878 1.209
beta4_pH[16,25,4] 0.922 0.344 0.292 0.907 1.671
beta4_pH[1,26,4] 0.712 0.224 0.263 0.711 1.158
beta4_pH[2,26,4] 0.786 0.109 0.569 0.785 1.010
beta4_pH[3,26,4] 0.873 0.180 0.538 0.866 1.248
beta4_pH[4,26,4] 0.820 0.301 0.228 0.802 1.465
beta4_pH[5,26,4] 0.907 1.126 -0.981 0.814 3.525
beta4_pH[6,26,4] 1.988 2.897 -3.414 1.680 8.834
beta4_pH[7,26,4] 1.230 1.273 -1.009 1.105 3.990
beta4_pH[8,26,4] 0.838 0.565 -0.252 0.804 2.062
beta4_pH[9,26,4] 1.100 1.299 -1.193 0.978 4.031
beta4_pH[10,26,4] 0.738 0.238 0.277 0.736 1.228
beta4_pH[11,26,4] 0.652 0.189 0.283 0.647 1.050
beta4_pH[12,26,4] 0.639 0.397 -0.097 0.614 1.490
beta4_pH[13,26,4] 0.722 0.177 0.378 0.717 1.090
beta4_pH[14,26,4] 0.942 0.304 0.367 0.933 1.572
beta4_pH[15,26,4] 0.888 0.150 0.597 0.886 1.211
beta4_pH[16,26,4] 0.926 0.332 0.290 0.904 1.627
beta4_pH[1,27,4] 0.713 0.216 0.297 0.706 1.166
beta4_pH[2,27,4] 0.785 0.108 0.579 0.781 1.013
beta4_pH[3,27,4] 0.865 0.180 0.523 0.858 1.242
beta4_pH[4,27,4] 0.836 0.302 0.263 0.823 1.486
beta4_pH[5,27,4] 0.911 1.101 -0.952 0.826 3.313
beta4_pH[6,27,4] 1.863 2.848 -3.398 1.588 8.420
beta4_pH[7,27,4] 1.250 1.258 -0.951 1.135 4.132
beta4_pH[8,27,4] 0.830 0.579 -0.271 0.798 2.105
beta4_pH[9,27,4] 1.076 1.295 -1.126 0.919 4.139
beta4_pH[10,27,4] 0.742 0.239 0.283 0.734 1.244
beta4_pH[11,27,4] 0.648 0.190 0.276 0.644 1.042
beta4_pH[12,27,4] 0.662 0.390 -0.048 0.629 1.538
beta4_pH[13,27,4] 0.722 0.174 0.380 0.721 1.074
beta4_pH[14,27,4] 0.939 0.309 0.339 0.934 1.589
beta4_pH[15,27,4] 0.889 0.150 0.594 0.887 1.185
beta4_pH[16,27,4] 0.930 0.337 0.306 0.910 1.632
beta4_pH[1,28,4] 0.708 0.217 0.293 0.697 1.158
beta4_pH[2,28,4] 0.787 0.109 0.583 0.783 1.015
beta4_pH[3,28,4] 0.867 0.181 0.503 0.865 1.238
beta4_pH[4,28,4] 0.828 0.308 0.271 0.812 1.507
beta4_pH[5,28,4] 0.917 1.156 -1.011 0.825 3.379
beta4_pH[6,28,4] 1.858 2.850 -3.316 1.554 8.482
beta4_pH[7,28,4] 1.205 1.203 -0.924 1.095 3.961
beta4_pH[8,28,4] 0.846 0.586 -0.224 0.816 2.089
beta4_pH[9,28,4] 1.073 1.345 -1.119 0.949 4.263
beta4_pH[10,28,4] 0.733 0.233 0.284 0.731 1.189
beta4_pH[11,28,4] 0.641 0.192 0.270 0.632 1.045
beta4_pH[12,28,4] 0.647 0.382 -0.060 0.619 1.490
beta4_pH[13,28,4] 0.695 0.175 0.355 0.692 1.045
beta4_pH[14,28,4] 0.948 0.308 0.365 0.940 1.578
beta4_pH[15,28,4] 0.865 0.151 0.563 0.869 1.175
beta4_pH[16,28,4] 0.899 0.340 0.273 0.884 1.637
beta4_pH[1,29,4] 0.713 0.223 0.280 0.705 1.177
beta4_pH[2,29,4] 0.788 0.110 0.566 0.786 1.012
beta4_pH[3,29,4] 0.871 0.176 0.538 0.865 1.235
beta4_pH[4,29,4] 0.832 0.305 0.256 0.816 1.467
beta4_pH[5,29,4] 0.905 1.109 -1.064 0.802 3.423
beta4_pH[6,29,4] 1.875 2.793 -3.060 1.563 8.855
beta4_pH[7,29,4] 1.237 1.259 -0.859 1.109 3.970
beta4_pH[8,29,4] 0.824 0.563 -0.184 0.791 2.034
beta4_pH[9,29,4] 1.029 1.305 -1.339 0.902 4.021
beta4_pH[10,29,4] 0.738 0.237 0.281 0.735 1.221
beta4_pH[11,29,4] 0.651 0.194 0.283 0.643 1.072
beta4_pH[12,29,4] 0.653 0.387 -0.047 0.622 1.502
beta4_pH[13,29,4] 0.717 0.173 0.389 0.715 1.061
beta4_pH[14,29,4] 0.944 0.310 0.366 0.934 1.587
beta4_pH[15,29,4] 0.884 0.148 0.600 0.882 1.189
beta4_pH[16,29,4] 0.930 0.343 0.288 0.917 1.653
beta4_pH[1,30,4] 0.708 0.220 0.296 0.703 1.165
beta4_pH[2,30,4] 0.787 0.110 0.571 0.785 1.013
beta4_pH[3,30,4] 0.867 0.180 0.526 0.862 1.241
beta4_pH[4,30,4] 0.838 0.303 0.278 0.827 1.472
beta4_pH[5,30,4] 0.928 1.078 -0.953 0.833 3.414
beta4_pH[6,30,4] 1.912 2.861 -3.275 1.578 8.873
beta4_pH[7,30,4] 1.230 1.327 -0.941 1.110 3.881
beta4_pH[8,30,4] 0.840 0.592 -0.229 0.799 2.157
beta4_pH[9,30,4] 1.051 1.305 -1.074 0.891 4.014
beta4_pH[10,30,4] 0.738 0.241 0.269 0.728 1.240
beta4_pH[11,30,4] 0.628 0.165 0.308 0.628 0.943
beta4_pH[12,30,4] 0.429 0.223 -0.009 0.428 0.873
beta4_pH[13,30,4] 0.717 0.176 0.372 0.715 1.082
beta4_pH[14,30,4] 0.726 0.229 0.261 0.728 1.161
beta4_pH[15,30,4] 0.851 0.145 0.558 0.851 1.141
beta4_pH[16,30,4] 0.792 0.226 0.366 0.783 1.262
beta4_pH[1,31,4] 0.706 0.223 0.266 0.702 1.160
beta4_pH[2,31,4] 0.783 0.110 0.566 0.782 1.008
beta4_pH[3,31,4] 0.866 0.180 0.519 0.861 1.240
beta4_pH[4,31,4] 0.819 0.313 0.197 0.806 1.460
beta4_pH[5,31,4] 0.914 1.096 -0.952 0.794 3.498
beta4_pH[6,31,4] 1.927 2.818 -2.994 1.637 8.348
beta4_pH[7,31,4] 1.252 1.215 -0.895 1.133 3.969
beta4_pH[8,31,4] 0.835 0.555 -0.149 0.789 2.080
beta4_pH[9,31,4] 1.069 1.352 -1.181 0.953 4.103
beta4_pH[10,31,4] 0.743 0.236 0.288 0.728 1.267
beta4_pH[11,31,4] 0.579 0.167 0.260 0.578 0.910
beta4_pH[12,31,4] 0.641 0.267 0.158 0.626 1.229
beta4_pH[13,31,4] 0.689 0.171 0.341 0.694 1.035
beta4_pH[14,31,4] 1.169 0.289 0.672 1.143 1.808
beta4_pH[15,31,4] 0.859 0.151 0.554 0.860 1.153
beta4_pH[16,31,4] 0.596 0.209 0.192 0.595 1.003
beta4_pH[1,32,4] 0.704 0.222 0.280 0.696 1.165
beta4_pH[2,32,4] 0.789 0.110 0.575 0.785 1.015
beta4_pH[3,32,4] 0.872 0.180 0.522 0.865 1.242
beta4_pH[4,32,4] 0.821 0.304 0.257 0.813 1.501
beta4_pH[5,32,4] 0.943 1.121 -1.034 0.858 3.272
beta4_pH[6,32,4] 1.908 2.846 -3.077 1.563 8.468
beta4_pH[7,32,4] 1.240 1.332 -0.893 1.100 4.229
beta4_pH[8,32,4] 0.847 0.579 -0.187 0.801 2.105
beta4_pH[9,32,4] 1.054 1.292 -1.154 0.925 4.027
beta4_pH[10,32,4] 0.733 0.235 0.295 0.722 1.237
beta4_pH[11,32,4] 0.595 0.166 0.258 0.591 0.929
beta4_pH[12,32,4] 0.289 0.216 -0.145 0.296 0.692
beta4_pH[13,32,4] 0.706 0.176 0.359 0.702 1.059
beta4_pH[14,32,4] 0.975 0.253 0.503 0.964 1.493
beta4_pH[15,32,4] 0.885 0.143 0.607 0.885 1.170
beta4_pH[16,32,4] 0.990 0.226 0.580 0.980 1.470
beta4_pH[1,33,4] 0.710 0.215 0.287 0.706 1.174
beta4_pH[2,33,4] 0.786 0.111 0.572 0.783 1.018
beta4_pH[3,33,4] 0.876 0.180 0.535 0.870 1.257
beta4_pH[4,33,4] 0.822 0.310 0.256 0.799 1.505
beta4_pH[5,33,4] 0.909 1.100 -0.990 0.801 3.357
beta4_pH[6,33,4] 2.032 2.789 -2.839 1.700 8.748
beta4_pH[7,33,4] 1.196 1.280 -0.977 1.058 4.136
beta4_pH[8,33,4] 0.827 0.601 -0.221 0.792 2.116
beta4_pH[9,33,4] 1.052 1.315 -1.237 0.931 4.120
beta4_pH[10,33,4] 0.740 0.231 0.295 0.736 1.221
beta4_pH[11,33,4] 0.666 0.170 0.349 0.659 1.029
beta4_pH[12,33,4] 0.432 0.226 -0.015 0.433 0.879
beta4_pH[13,33,4] 0.699 0.170 0.371 0.695 1.034
beta4_pH[14,33,4] 0.835 0.229 0.386 0.835 1.293
beta4_pH[15,33,4] 0.914 0.143 0.635 0.909 1.205
beta4_pH[16,33,4] 0.872 0.218 0.462 0.865 1.313
beta4_pH[1,34,4] 0.712 0.221 0.287 0.708 1.172
beta4_pH[2,34,4] 0.786 0.112 0.569 0.782 1.019
beta4_pH[3,34,4] 0.873 0.179 0.529 0.867 1.245
beta4_pH[4,34,4] 0.833 0.301 0.259 0.822 1.497
beta4_pH[5,34,4] 0.946 1.112 -0.857 0.825 3.406
beta4_pH[6,34,4] 1.929 2.940 -3.238 1.594 8.877
beta4_pH[7,34,4] 1.250 1.241 -0.869 1.098 4.113
beta4_pH[8,34,4] 0.830 0.578 -0.209 0.801 2.114
beta4_pH[9,34,4] 1.057 1.279 -1.273 0.929 4.215
beta4_pH[10,34,4] 0.735 0.236 0.280 0.731 1.237
beta4_pH[11,34,4] 0.603 0.163 0.284 0.606 0.935
beta4_pH[12,34,4] 0.494 0.216 0.059 0.493 0.938
beta4_pH[13,34,4] 0.703 0.177 0.349 0.701 1.069
beta4_pH[14,34,4] 1.087 0.257 0.620 1.074 1.622
beta4_pH[15,34,4] 0.915 0.148 0.643 0.908 1.234
beta4_pH[16,34,4] 0.885 0.218 0.469 0.877 1.330
beta4_pH[1,35,4] 0.411 0.143 0.205 0.387 0.747
beta4_pH[2,35,4] 0.781 0.085 0.628 0.776 0.958
beta4_pH[3,35,4] 1.027 0.170 0.737 1.012 1.392
beta4_pH[4,35,4] 0.594 0.221 0.265 0.562 1.114
beta4_pH[5,35,4] 0.127 0.098 0.027 0.102 0.385
beta4_pH[6,35,4] 0.742 0.622 0.127 0.562 2.419
beta4_pH[7,35,4] 2.246 1.845 0.424 1.752 6.873
beta4_pH[8,35,4] 0.519 0.257 0.189 0.462 1.159
beta4_pH[9,35,4] 0.605 0.536 0.103 0.450 2.097
beta4_pH[10,35,4] 0.633 0.135 0.410 0.619 0.941
beta4_pH[11,35,4] 0.747 0.165 0.469 0.733 1.102
beta4_pH[12,35,4] 1.303 0.467 0.568 1.232 2.388
beta4_pH[13,35,4] 0.729 0.109 0.541 0.720 0.965
beta4_pH[14,35,4] 1.058 0.287 0.576 1.035 1.679
beta4_pH[15,35,4] 0.927 0.127 0.706 0.921 1.197
beta4_pH[16,35,4] 1.177 0.343 0.598 1.148 1.959
beta4_pH[1,36,4] 0.908 0.198 0.574 0.889 1.348
beta4_pH[2,36,4] 0.857 0.113 0.658 0.849 1.100
beta4_pH[3,36,4] 0.874 0.151 0.615 0.860 1.206
beta4_pH[4,36,4] 0.768 0.237 0.414 0.738 1.358
beta4_pH[5,36,4] 0.691 0.852 0.076 0.446 2.702
beta4_pH[6,36,4] 5.899 4.380 0.854 4.622 17.433
beta4_pH[7,36,4] 1.139 0.654 0.344 0.985 2.721
beta4_pH[8,36,4] 0.923 0.402 0.377 0.834 1.902
beta4_pH[9,36,4] 0.545 0.384 0.123 0.447 1.523
beta4_pH[10,36,4] 0.455 0.124 0.259 0.435 0.739
beta4_pH[11,36,4] 0.554 0.104 0.376 0.546 0.781
beta4_pH[12,36,4] 0.438 0.148 0.203 0.418 0.776
beta4_pH[13,36,4] 0.788 0.124 0.570 0.778 1.053
beta4_pH[14,36,4] 1.113 0.273 0.634 1.098 1.722
beta4_pH[15,36,4] 1.045 0.149 0.782 1.036 1.361
beta4_pH[16,36,4] 0.912 0.300 0.455 0.869 1.598
beta4_pH[1,37,4] 0.769 0.179 0.475 0.745 1.179
beta4_pH[2,37,4] 0.773 0.088 0.615 0.767 0.967
beta4_pH[3,37,4] 0.905 0.131 0.668 0.896 1.192
beta4_pH[4,37,4] 0.750 0.218 0.409 0.717 1.228
beta4_pH[5,37,4] 1.108 1.273 0.124 0.726 4.509
beta4_pH[6,37,4] 2.086 2.079 0.244 1.417 7.776
beta4_pH[7,37,4] 1.246 0.851 0.301 1.042 3.585
beta4_pH[8,37,4] 0.973 0.402 0.407 0.904 1.962
beta4_pH[9,37,4] 1.842 1.940 0.210 1.222 7.630
beta4_pH[10,37,4] 0.770 0.155 0.505 0.754 1.120
beta4_pH[11,37,4] 0.800 0.146 0.547 0.789 1.110
beta4_pH[12,37,4] 0.617 0.330 0.194 0.540 1.421
beta4_pH[13,37,4] 0.617 0.093 0.458 0.609 0.824
beta4_pH[14,37,4] 0.780 0.202 0.434 0.762 1.221
beta4_pH[15,37,4] 0.723 0.102 0.541 0.717 0.936
beta4_pH[16,37,4] 0.599 0.173 0.327 0.582 0.994
beta4_pH[1,38,4] 0.739 0.152 0.491 0.726 1.065
beta4_pH[2,38,4] 0.715 0.083 0.570 0.710 0.891
beta4_pH[3,38,4] 0.894 0.161 0.622 0.880 1.252
beta4_pH[4,38,4] 0.904 0.242 0.512 0.877 1.478
beta4_pH[5,38,4] 0.517 0.485 0.099 0.405 1.547
beta4_pH[6,38,4] 1.707 2.054 0.139 1.052 7.226
beta4_pH[7,38,4] 0.501 0.294 0.143 0.430 1.269
beta4_pH[8,38,4] 0.764 0.295 0.341 0.715 1.489
beta4_pH[9,38,4] 1.547 1.031 0.362 1.291 4.443
beta4_pH[10,38,4] 0.724 0.161 0.462 0.706 1.090
beta4_pH[11,38,4] 0.510 0.119 0.313 0.496 0.772
beta4_pH[12,38,4] 0.571 0.312 0.172 0.503 1.363
beta4_pH[13,38,4] 0.897 0.177 0.601 0.882 1.285
beta4_pH[14,38,4] 0.938 0.243 0.531 0.915 1.484
beta4_pH[15,38,4] 0.851 0.095 0.675 0.847 1.054
beta4_pH[16,38,4] 0.976 0.241 0.559 0.955 1.504
beta4_pH[1,39,4] 0.697 0.141 0.454 0.687 0.996
beta4_pH[2,39,4] 0.865 0.103 0.678 0.862 1.088
beta4_pH[3,39,4] 0.838 0.117 0.627 0.829 1.087
beta4_pH[4,39,4] 0.852 0.276 0.436 0.815 1.505
beta4_pH[5,39,4] 1.133 1.251 0.113 0.728 4.530
beta4_pH[6,39,4] 0.484 0.704 0.040 0.278 2.039
beta4_pH[7,39,4] 1.811 1.639 0.290 1.346 6.232
beta4_pH[8,39,4] 1.391 0.776 0.431 1.210 3.456
beta4_pH[9,39,4] 2.067 1.694 0.382 1.590 6.733
beta4_pH[10,39,4] 0.758 0.207 0.433 0.734 1.229
beta4_pH[11,39,4] 0.704 0.156 0.439 0.691 1.045
beta4_pH[12,39,4] 0.629 0.299 0.206 0.576 1.359
beta4_pH[13,39,4] 0.717 0.113 0.523 0.710 0.963
beta4_pH[14,39,4] 0.821 0.225 0.449 0.797 1.327
beta4_pH[15,39,4] 0.999 0.104 0.807 0.994 1.215
beta4_pH[16,39,4] 1.035 0.262 0.584 1.011 1.609
beta4_pH[1,40,4] 0.775 0.134 0.542 0.763 1.061
beta4_pH[2,40,4] 0.763 0.085 0.613 0.759 0.941
beta4_pH[3,40,4] 0.925 0.145 0.670 0.915 1.245
beta4_pH[4,40,4] 0.888 0.210 0.550 0.864 1.360
beta4_pH[5,40,4] 0.324 0.226 0.077 0.266 0.902
beta4_pH[6,40,4] 2.019 2.045 0.239 1.348 7.594
beta4_pH[7,40,4] 1.564 1.386 0.258 1.145 5.273
beta4_pH[8,40,4] 0.361 0.284 0.069 0.284 1.132
beta4_pH[9,40,4] 0.517 0.525 0.073 0.371 1.777
beta4_pH[10,40,4] 0.915 0.240 0.528 0.889 1.469
beta4_pH[11,40,4] 0.454 0.106 0.278 0.445 0.686
beta4_pH[12,40,4] 0.555 0.285 0.185 0.499 1.224
beta4_pH[13,40,4] 0.782 0.121 0.575 0.773 1.052
beta4_pH[14,40,4] 0.749 0.215 0.402 0.726 1.254
beta4_pH[15,40,4] 0.844 0.097 0.671 0.838 1.052
beta4_pH[16,40,4] 1.037 0.356 0.497 0.995 1.892
beta4_pH[1,41,4] 0.610 0.135 0.388 0.594 0.924
beta4_pH[2,41,4] 0.790 0.103 0.610 0.782 1.008
beta4_pH[3,41,4] 0.883 0.146 0.627 0.875 1.191
beta4_pH[4,41,4] 0.869 0.381 0.347 0.792 1.842
beta4_pH[5,41,4] 1.423 0.838 0.416 1.230 3.526
beta4_pH[6,41,4] 2.964 3.002 0.305 1.953 12.055
beta4_pH[7,41,4] 0.827 0.498 0.240 0.701 2.100
beta4_pH[8,41,4] 1.184 0.697 0.354 1.016 2.902
beta4_pH[9,41,4] 0.528 0.578 0.058 0.351 2.136
beta4_pH[10,41,4] 0.782 0.173 0.497 0.766 1.169
beta4_pH[11,41,4] 0.783 0.192 0.469 0.759 1.206
beta4_pH[12,41,4] 0.553 0.199 0.258 0.527 1.031
beta4_pH[13,41,4] 0.699 0.113 0.503 0.693 0.938
beta4_pH[14,41,4] 1.067 0.319 0.583 1.020 1.829
beta4_pH[15,41,4] 0.789 0.098 0.616 0.784 1.010
beta4_pH[16,41,4] 0.924 0.319 0.435 0.879 1.680
beta4_pH[1,42,4] 0.670 0.141 0.441 0.653 0.985
beta4_pH[2,42,4] 0.786 0.098 0.611 0.778 0.998
beta4_pH[3,42,4] 0.801 0.154 0.534 0.785 1.139
beta4_pH[4,42,4] 0.975 0.317 0.493 0.929 1.720
beta4_pH[5,42,4] 1.443 1.534 0.154 0.972 5.641
beta4_pH[6,42,4] 0.343 0.266 0.061 0.266 1.077
beta4_pH[7,42,4] 0.953 0.621 0.259 0.795 2.656
beta4_pH[8,42,4] 0.773 0.336 0.312 0.713 1.607
beta4_pH[9,42,4] 0.794 0.606 0.166 0.625 2.384
beta4_pH[10,42,4] 0.921 0.204 0.579 0.900 1.376
beta4_pH[11,42,4] 0.618 0.127 0.399 0.605 0.902
beta4_pH[12,42,4] 0.622 0.227 0.289 0.584 1.162
beta4_pH[13,42,4] 0.516 0.161 0.280 0.490 0.888
beta4_pH[14,42,4] 0.878 0.292 0.438 0.833 1.569
beta4_pH[15,42,4] 0.919 0.090 0.754 0.914 1.106
beta4_pH[16,42,4] 0.628 0.204 0.309 0.602 1.082
beta4_pH[1,43,4] 0.807 0.197 0.489 0.786 1.240
beta4_pH[2,43,4] 0.756 0.083 0.606 0.752 0.936
beta4_pH[3,43,4] 0.671 0.096 0.509 0.666 0.874
beta4_pH[4,43,4] 0.845 0.280 0.435 0.804 1.498
beta4_pH[5,43,4] 1.563 0.722 0.588 1.417 3.314
beta4_pH[6,43,4] 1.161 0.939 0.224 0.892 3.659
beta4_pH[7,43,4] 0.734 0.625 0.129 0.562 2.358
beta4_pH[8,43,4] 0.638 0.280 0.253 0.584 1.323
beta4_pH[9,43,4] 1.139 1.075 0.167 0.827 4.167
beta4_pH[10,43,4] 0.684 0.150 0.429 0.669 1.012
beta4_pH[11,43,4] 0.627 0.126 0.416 0.615 0.900
beta4_pH[12,43,4] 0.560 0.232 0.230 0.520 1.149
beta4_pH[13,43,4] 0.593 0.119 0.395 0.580 0.855
beta4_pH[14,43,4] 1.021 0.304 0.544 0.979 1.708
beta4_pH[15,43,4] 0.839 0.098 0.662 0.831 1.041
beta4_pH[16,43,4] 0.901 0.277 0.470 0.862 1.574
beta4_pH[1,44,4] 0.608 0.162 0.348 0.593 0.964
beta4_pH[2,44,4] 0.704 0.081 0.561 0.698 0.874
beta4_pH[3,44,4] 0.634 0.100 0.459 0.627 0.852
beta4_pH[4,44,4] 0.833 0.204 0.496 0.809 1.298
beta4_pH[5,44,4] 1.238 0.581 0.467 1.120 2.709
beta4_pH[6,44,4] 1.266 1.415 0.117 0.813 4.905
beta4_pH[7,44,4] 1.159 0.655 0.353 1.005 2.790
beta4_pH[8,44,4] 0.442 0.272 0.119 0.371 1.170
beta4_pH[9,44,4] 0.985 0.857 0.162 0.726 3.265
beta4_pH[10,44,4] 0.623 0.154 0.374 0.606 0.986
beta4_pH[11,44,4] 0.458 0.146 0.227 0.438 0.807
beta4_pH[12,44,4] 0.584 0.290 0.198 0.528 1.331
beta4_pH[13,44,4] 0.545 0.096 0.379 0.538 0.755
beta4_pH[14,44,4] 0.677 0.176 0.397 0.657 1.083
beta4_pH[15,44,4] 0.679 0.086 0.522 0.675 0.862
beta4_pH[16,44,4] 0.634 0.229 0.276 0.606 1.158
beta4_pH[1,45,4] 0.793 0.191 0.479 0.774 1.215
beta4_pH[2,45,4] 0.706 0.091 0.549 0.703 0.900
beta4_pH[3,45,4] 0.768 0.137 0.535 0.758 1.059
beta4_pH[4,45,4] 0.749 0.192 0.435 0.728 1.166
beta4_pH[5,45,4] 1.010 1.201 0.093 0.623 4.081
beta4_pH[6,45,4] 1.188 1.087 0.184 0.860 4.100
beta4_pH[7,45,4] 0.713 0.578 0.136 0.550 2.287
beta4_pH[8,45,4] 1.195 0.525 0.485 1.093 2.552
beta4_pH[9,45,4] 0.105 0.153 0.011 0.067 0.445
beta4_pH[10,45,4] 0.849 0.202 0.517 0.827 1.308
beta4_pH[11,45,4] 0.558 0.117 0.353 0.549 0.810
beta4_pH[12,45,4] 0.759 0.330 0.301 0.699 1.592
beta4_pH[13,45,4] 0.484 0.081 0.341 0.477 0.656
beta4_pH[14,45,4] 0.768 0.185 0.461 0.745 1.192
beta4_pH[15,45,4] 0.523 0.071 0.394 0.518 0.675
beta4_pH[16,45,4] 0.413 0.206 0.112 0.384 0.909
beta4_pH[1,46,4] 0.798 0.164 0.523 0.782 1.165
beta4_pH[2,46,4] 0.677 0.098 0.505 0.670 0.888
beta4_pH[3,46,4] 0.757 0.115 0.557 0.748 1.007
beta4_pH[4,46,4] 0.878 0.329 0.403 0.821 1.663
beta4_pH[5,46,4] 1.136 0.627 0.345 0.992 2.679
beta4_pH[6,46,4] 1.453 1.824 0.119 0.855 6.203
beta4_pH[7,46,4] 1.669 1.207 0.342 1.362 4.797
beta4_pH[8,46,4] 1.085 0.495 0.419 0.987 2.304
beta4_pH[9,46,4] 1.563 1.502 0.224 1.120 5.416
beta4_pH[10,46,4] 0.658 0.175 0.385 0.635 1.055
beta4_pH[11,46,4] 0.653 0.121 0.439 0.647 0.906
beta4_pH[12,46,4] 0.769 0.270 0.344 0.734 1.390
beta4_pH[13,46,4] 0.546 0.145 0.303 0.530 0.875
beta4_pH[14,46,4] 1.233 0.301 0.723 1.208 1.900
beta4_pH[15,46,4] 0.596 0.068 0.472 0.593 0.735
beta4_pH[16,46,4] 0.371 0.122 0.179 0.355 0.653
beta4_pH[1,47,4] 0.627 0.147 0.386 0.608 0.961
beta4_pH[2,47,4] 0.769 0.113 0.578 0.760 1.016
beta4_pH[3,47,4] 0.766 0.116 0.567 0.757 1.017
beta4_pH[4,47,4] 0.541 0.221 0.229 0.502 1.089
beta4_pH[5,47,4] 0.110 0.082 0.023 0.089 0.328
beta4_pH[6,47,4] 0.189 0.137 0.043 0.152 0.558
beta4_pH[7,47,4] 0.476 0.412 0.085 0.359 1.576
beta4_pH[8,47,4] 0.847 0.583 0.211 0.712 2.314
beta4_pH[9,47,4] 0.478 0.631 0.044 0.283 2.004
beta4_pH[10,47,4] 0.849 0.268 0.446 0.815 1.475
beta4_pH[11,47,4] 0.566 0.102 0.384 0.560 0.789
beta4_pH[12,47,4] 0.974 0.327 0.443 0.935 1.730
beta4_pH[13,47,4] 0.641 0.103 0.459 0.633 0.864
beta4_pH[14,47,4] 1.110 0.327 0.570 1.075 1.827
beta4_pH[15,47,4] 0.632 0.092 0.468 0.625 0.824
beta4_pH[16,47,4] 0.601 0.162 0.330 0.587 0.955
beta4_pH[1,1,5] 0.713 0.213 0.292 0.709 1.146
beta4_pH[2,1,5] 0.786 0.109 0.566 0.785 1.004
beta4_pH[3,1,5] 0.864 0.180 0.511 0.862 1.235
beta4_pH[4,1,5] 0.828 0.301 0.269 0.817 1.468
beta4_pH[5,1,5] 0.917 1.097 -0.854 0.814 3.385
beta4_pH[6,1,5] 1.895 2.963 -3.524 1.606 8.919
beta4_pH[7,1,5] 1.235 1.226 -0.903 1.109 4.035
beta4_pH[8,1,5] 0.842 0.582 -0.220 0.807 2.104
beta4_pH[9,1,5] 1.032 1.251 -1.187 0.935 3.683
beta4_pH[10,1,5] 0.741 0.231 0.306 0.731 1.233
beta4_pH[11,1,5] 0.661 0.212 0.258 0.652 1.097
beta4_pH[12,1,5] 0.884 0.593 -0.149 0.835 2.199
beta4_pH[13,1,5] 0.705 0.181 0.361 0.698 1.082
beta4_pH[14,1,5] 0.997 0.385 0.290 0.973 1.843
beta4_pH[15,1,5] 0.867 0.146 0.578 0.867 1.177
beta4_pH[16,1,5] 1.009 0.556 0.005 0.979 2.181
beta4_pH[1,2,5] 0.708 0.221 0.280 0.705 1.181
beta4_pH[2,2,5] 0.791 0.108 0.586 0.789 1.002
beta4_pH[3,2,5] 0.871 0.179 0.530 0.865 1.244
beta4_pH[4,2,5] 0.819 0.312 0.246 0.812 1.464
beta4_pH[5,2,5] 0.908 1.090 -0.907 0.816 3.296
beta4_pH[6,2,5] 1.987 2.937 -3.615 1.621 9.031
beta4_pH[7,2,5] 1.262 1.196 -0.816 1.140 4.044
beta4_pH[8,2,5] 0.863 0.566 -0.128 0.831 2.083
beta4_pH[9,2,5] 1.059 1.310 -1.119 0.928 3.851
beta4_pH[10,2,5] 0.735 0.230 0.305 0.730 1.203
beta4_pH[11,2,5] 0.659 0.213 0.241 0.651 1.110
beta4_pH[12,2,5] 0.896 0.612 -0.191 0.842 2.251
beta4_pH[13,2,5] 0.701 0.180 0.343 0.697 1.055
beta4_pH[14,2,5] 1.021 0.398 0.289 0.989 1.877
beta4_pH[15,2,5] 0.874 0.144 0.587 0.871 1.173
beta4_pH[16,2,5] 0.997 0.560 -0.044 0.979 2.191
beta4_pH[1,3,5] 0.712 0.215 0.294 0.701 1.169
beta4_pH[2,3,5] 0.788 0.107 0.583 0.786 1.009
beta4_pH[3,3,5] 0.868 0.179 0.514 0.861 1.223
beta4_pH[4,3,5] 0.822 0.301 0.251 0.814 1.460
beta4_pH[5,3,5] 0.908 1.074 -0.932 0.808 3.306
beta4_pH[6,3,5] 1.986 2.781 -3.031 1.625 8.701
beta4_pH[7,3,5] 1.199 1.217 -0.968 1.100 3.868
beta4_pH[8,3,5] 0.848 0.585 -0.170 0.795 2.146
beta4_pH[9,3,5] 1.057 1.348 -1.134 0.926 4.102
beta4_pH[10,3,5] 0.742 0.234 0.283 0.739 1.221
beta4_pH[11,3,5] 0.665 0.211 0.263 0.656 1.101
beta4_pH[12,3,5] 0.886 0.612 -0.205 0.841 2.253
beta4_pH[13,3,5] 0.710 0.179 0.368 0.706 1.083
beta4_pH[14,3,5] 1.014 0.391 0.274 0.993 1.882
beta4_pH[15,3,5] 0.873 0.146 0.578 0.870 1.173
beta4_pH[16,3,5] 1.014 0.559 0.013 0.981 2.242
beta4_pH[1,4,5] 0.714 0.225 0.274 0.709 1.174
beta4_pH[2,4,5] 0.788 0.111 0.566 0.788 1.020
beta4_pH[3,4,5] 0.865 0.173 0.520 0.860 1.218
beta4_pH[4,4,5] 0.814 0.311 0.235 0.795 1.473
beta4_pH[5,4,5] 0.931 1.132 -1.064 0.831 3.414
beta4_pH[6,4,5] 1.934 2.925 -3.347 1.562 9.497
beta4_pH[7,4,5] 1.231 1.234 -0.797 1.091 4.120
beta4_pH[8,4,5] 0.831 0.595 -0.217 0.783 2.119
beta4_pH[9,4,5] 1.070 1.308 -1.167 0.932 4.006
beta4_pH[10,4,5] 0.733 0.237 0.292 0.724 1.218
beta4_pH[11,4,5] 0.663 0.215 0.231 0.658 1.085
beta4_pH[12,4,5] 0.878 0.600 -0.212 0.832 2.188
beta4_pH[13,4,5] 0.702 0.180 0.341 0.703 1.059
beta4_pH[14,4,5] 1.012 0.399 0.274 0.987 1.854
beta4_pH[15,4,5] 0.872 0.145 0.587 0.869 1.168
beta4_pH[16,4,5] 0.995 0.575 -0.050 0.964 2.269
beta4_pH[1,5,5] 0.715 0.214 0.298 0.713 1.162
beta4_pH[2,5,5] 0.785 0.111 0.569 0.785 1.009
beta4_pH[3,5,5] 0.869 0.178 0.520 0.869 1.234
beta4_pH[4,5,5] 0.831 0.308 0.265 0.817 1.485
beta4_pH[5,5,5] 0.918 1.097 -0.987 0.835 3.379
beta4_pH[6,5,5] 1.993 2.865 -3.034 1.677 8.828
beta4_pH[7,5,5] 1.248 1.237 -0.806 1.123 4.143
beta4_pH[8,5,5] 0.830 0.582 -0.300 0.800 2.069
beta4_pH[9,5,5] 1.096 1.316 -1.064 0.943 4.116
beta4_pH[10,5,5] 0.746 0.235 0.294 0.740 1.227
beta4_pH[11,5,5] 0.663 0.212 0.260 0.661 1.099
beta4_pH[12,5,5] 0.891 0.599 -0.182 0.842 2.163
beta4_pH[13,5,5] 0.706 0.179 0.350 0.710 1.067
beta4_pH[14,5,5] 0.990 0.403 0.218 0.977 1.836
beta4_pH[15,5,5] 0.870 0.148 0.566 0.868 1.177
beta4_pH[16,5,5] 1.012 0.543 -0.040 0.976 2.164
beta4_pH[1,6,5] 0.705 0.221 0.252 0.699 1.142
beta4_pH[2,6,5] 0.789 0.109 0.584 0.786 1.016
beta4_pH[3,6,5] 0.870 0.181 0.521 0.869 1.250
beta4_pH[4,6,5] 0.829 0.306 0.267 0.812 1.508
beta4_pH[5,6,5] 0.912 1.128 -1.007 0.805 3.242
beta4_pH[6,6,5] 1.927 2.883 -3.309 1.619 8.880
beta4_pH[7,6,5] 1.191 1.233 -1.109 1.081 3.902
beta4_pH[8,6,5] 0.844 0.565 -0.177 0.797 2.108
beta4_pH[9,6,5] 1.044 1.240 -1.156 0.921 3.847
beta4_pH[10,6,5] 0.736 0.224 0.309 0.732 1.207
beta4_pH[11,6,5] 0.665 0.209 0.261 0.661 1.100
beta4_pH[12,6,5] 0.887 0.613 -0.199 0.836 2.199
beta4_pH[13,6,5] 0.707 0.177 0.370 0.697 1.070
beta4_pH[14,6,5] 1.013 0.393 0.316 0.995 1.864
beta4_pH[15,6,5] 0.866 0.146 0.573 0.864 1.155
beta4_pH[16,6,5] 0.993 0.553 -0.057 0.969 2.140
beta4_pH[1,7,5] 0.718 0.226 0.294 0.709 1.203
beta4_pH[2,7,5] 0.791 0.108 0.574 0.792 1.009
beta4_pH[3,7,5] 0.869 0.175 0.528 0.863 1.236
beta4_pH[4,7,5] 0.826 0.304 0.263 0.818 1.472
beta4_pH[5,7,5] 0.896 1.084 -0.980 0.801 3.441
beta4_pH[6,7,5] 1.993 2.885 -3.342 1.651 8.956
beta4_pH[7,7,5] 1.225 1.288 -1.009 1.096 4.281
beta4_pH[8,7,5] 0.823 0.560 -0.200 0.785 2.074
beta4_pH[9,7,5] 1.062 1.256 -1.217 0.934 3.953
beta4_pH[10,7,5] 0.734 0.236 0.285 0.727 1.219
beta4_pH[11,7,5] 0.666 0.215 0.265 0.657 1.113
beta4_pH[12,7,5] 0.875 0.593 -0.118 0.835 2.173
beta4_pH[13,7,5] 0.708 0.176 0.361 0.707 1.078
beta4_pH[14,7,5] 1.017 0.406 0.283 0.996 1.868
beta4_pH[15,7,5] 0.872 0.146 0.583 0.869 1.176
beta4_pH[16,7,5] 0.994 0.537 -0.014 0.973 2.125
beta4_pH[1,8,5] 0.710 0.221 0.269 0.700 1.160
beta4_pH[2,8,5] 0.785 0.109 0.569 0.784 1.010
beta4_pH[3,8,5] 0.869 0.183 0.521 0.866 1.251
beta4_pH[4,8,5] 0.827 0.309 0.253 0.816 1.467
beta4_pH[5,8,5] 0.907 1.082 -0.955 0.816 3.220
beta4_pH[6,8,5] 1.897 2.875 -3.563 1.613 8.373
beta4_pH[7,8,5] 1.209 1.214 -0.947 1.126 3.843
beta4_pH[8,8,5] 0.806 0.590 -0.283 0.777 2.066
beta4_pH[9,8,5] 1.043 1.254 -1.236 0.929 3.791
beta4_pH[10,8,5] 0.737 0.229 0.291 0.730 1.218
beta4_pH[11,8,5] 0.660 0.213 0.252 0.654 1.084
beta4_pH[12,8,5] 0.889 0.592 -0.192 0.843 2.188
beta4_pH[13,8,5] 0.707 0.178 0.362 0.704 1.071
beta4_pH[14,8,5] 1.005 0.401 0.251 0.988 1.839
beta4_pH[15,8,5] 0.873 0.146 0.581 0.872 1.161
beta4_pH[16,8,5] 0.996 0.573 -0.068 0.963 2.256
beta4_pH[1,9,5] 0.705 0.222 0.279 0.696 1.172
beta4_pH[2,9,5] 0.788 0.111 0.573 0.789 1.021
beta4_pH[3,9,5] 0.872 0.177 0.524 0.872 1.246
beta4_pH[4,9,5] 0.832 0.307 0.248 0.819 1.498
beta4_pH[5,9,5] 0.926 1.084 -0.879 0.831 3.345
beta4_pH[6,9,5] 1.872 2.901 -3.539 1.585 8.431
beta4_pH[7,9,5] 1.268 1.248 -0.903 1.117 4.209
beta4_pH[8,9,5] 0.841 0.585 -0.187 0.787 2.159
beta4_pH[9,9,5] 1.027 1.225 -1.127 0.907 3.706
beta4_pH[10,9,5] 0.741 0.232 0.308 0.734 1.225
beta4_pH[11,9,5] 0.668 0.214 0.254 0.665 1.105
beta4_pH[12,9,5] 0.864 0.588 -0.174 0.815 2.246
beta4_pH[13,9,5] 0.707 0.182 0.360 0.700 1.097
beta4_pH[14,9,5] 0.999 0.392 0.229 0.980 1.826
beta4_pH[15,9,5] 0.865 0.149 0.573 0.863 1.164
beta4_pH[16,9,5] 0.988 0.558 -0.031 0.959 2.180
beta4_pH[1,10,5] 0.712 0.220 0.294 0.707 1.149
beta4_pH[2,10,5] 0.789 0.108 0.585 0.787 1.010
beta4_pH[3,10,5] 0.864 0.179 0.513 0.863 1.224
beta4_pH[4,10,5] 0.824 0.308 0.252 0.810 1.469
beta4_pH[5,10,5] 0.909 1.069 -0.935 0.855 3.266
beta4_pH[6,10,5] 2.008 2.874 -3.283 1.645 8.687
beta4_pH[7,10,5] 1.202 1.230 -0.887 1.084 3.927
beta4_pH[8,10,5] 0.846 0.559 -0.167 0.804 2.080
beta4_pH[9,10,5] 1.017 1.241 -1.129 0.902 3.861
beta4_pH[10,10,5] 0.741 0.227 0.286 0.735 1.201
beta4_pH[11,10,5] 0.655 0.209 0.263 0.648 1.088
beta4_pH[12,10,5] 0.882 0.601 -0.149 0.850 2.140
beta4_pH[13,10,5] 0.705 0.175 0.352 0.697 1.065
beta4_pH[14,10,5] 1.003 0.397 0.269 0.978 1.907
beta4_pH[15,10,5] 0.869 0.144 0.580 0.866 1.162
beta4_pH[16,10,5] 1.001 0.566 -0.029 0.956 2.261
beta4_pH[1,11,5] 0.712 0.216 0.299 0.705 1.166
beta4_pH[2,11,5] 0.789 0.107 0.580 0.787 1.006
beta4_pH[3,11,5] 0.871 0.179 0.534 0.868 1.243
beta4_pH[4,11,5] 0.827 0.310 0.246 0.815 1.493
beta4_pH[5,11,5] 0.928 1.053 -0.932 0.841 3.296
beta4_pH[6,11,5] 1.891 2.944 -3.566 1.580 8.734
beta4_pH[7,11,5] 1.226 1.255 -1.033 1.123 4.019
beta4_pH[8,11,5] 0.812 0.575 -0.272 0.774 2.043
beta4_pH[9,11,5] 1.033 1.262 -1.149 0.856 3.906
beta4_pH[10,11,5] 0.738 0.232 0.280 0.731 1.207
beta4_pH[11,11,5] 0.664 0.217 0.257 0.658 1.112
beta4_pH[12,11,5] 0.891 0.600 -0.168 0.846 2.258
beta4_pH[13,11,5] 0.704 0.182 0.349 0.702 1.082
beta4_pH[14,11,5] 1.005 0.392 0.249 0.984 1.813
beta4_pH[15,11,5] 0.870 0.143 0.595 0.869 1.155
beta4_pH[16,11,5] 1.014 0.552 0.065 0.981 2.201
beta4_pH[1,12,5] 0.715 0.222 0.267 0.711 1.186
beta4_pH[2,12,5] 0.787 0.109 0.572 0.785 1.008
beta4_pH[3,12,5] 0.871 0.182 0.514 0.867 1.250
beta4_pH[4,12,5] 0.825 0.305 0.253 0.807 1.487
beta4_pH[5,12,5] 0.896 1.097 -1.068 0.818 3.278
beta4_pH[6,12,5] 1.975 2.870 -3.155 1.640 8.990
beta4_pH[7,12,5] 1.227 1.241 -0.998 1.077 4.156
beta4_pH[8,12,5] 0.838 0.543 -0.137 0.805 2.023
beta4_pH[9,12,5] 1.063 1.318 -1.089 0.931 4.030
beta4_pH[10,12,5] 0.739 0.234 0.289 0.730 1.222
beta4_pH[11,12,5] 0.659 0.211 0.252 0.654 1.096
beta4_pH[12,12,5] 0.875 0.581 -0.161 0.832 2.238
beta4_pH[13,12,5] 0.710 0.179 0.357 0.709 1.069
beta4_pH[14,12,5] 1.004 0.383 0.272 0.982 1.810
beta4_pH[15,12,5] 0.872 0.146 0.593 0.869 1.170
beta4_pH[16,12,5] 0.997 0.560 -0.057 0.967 2.214
beta4_pH[1,13,5] 0.708 0.219 0.285 0.699 1.174
beta4_pH[2,13,5] 0.788 0.109 0.584 0.786 1.010
beta4_pH[3,13,5] 0.869 0.179 0.522 0.866 1.237
beta4_pH[4,13,5] 0.815 0.313 0.231 0.803 1.471
beta4_pH[5,13,5] 0.937 1.105 -0.948 0.834 3.449
beta4_pH[6,13,5] 1.934 2.888 -3.377 1.635 8.791
beta4_pH[7,13,5] 1.210 1.229 -1.033 1.098 3.984
beta4_pH[8,13,5] 0.846 0.587 -0.133 0.804 2.138
beta4_pH[9,13,5] 1.013 1.225 -1.080 0.895 3.805
beta4_pH[10,13,5] 0.735 0.236 0.277 0.725 1.213
beta4_pH[11,13,5] 0.668 0.213 0.261 0.664 1.125
beta4_pH[12,13,5] 0.901 0.633 -0.140 0.847 2.290
beta4_pH[13,13,5] 0.703 0.181 0.351 0.702 1.074
beta4_pH[14,13,5] 1.015 0.397 0.255 0.996 1.898
beta4_pH[15,13,5] 0.868 0.147 0.575 0.864 1.167
beta4_pH[16,13,5] 1.000 0.564 -0.005 0.965 2.210
beta4_pH[1,14,5] 0.707 0.220 0.283 0.703 1.158
beta4_pH[2,14,5] 0.787 0.109 0.564 0.788 1.006
beta4_pH[3,14,5] 0.864 0.179 0.500 0.867 1.223
beta4_pH[4,14,5] 0.820 0.301 0.248 0.816 1.478
beta4_pH[5,14,5] 0.913 1.122 -0.944 0.809 3.438
beta4_pH[6,14,5] 1.975 2.866 -3.274 1.590 8.693
beta4_pH[7,14,5] 1.210 1.222 -0.912 1.091 3.916
beta4_pH[8,14,5] 0.843 0.574 -0.250 0.811 2.101
beta4_pH[9,14,5] 1.035 1.263 -1.118 0.920 3.970
beta4_pH[10,14,5] 0.739 0.241 0.283 0.730 1.253
beta4_pH[11,14,5] 0.658 0.215 0.240 0.652 1.115
beta4_pH[12,14,5] 0.876 0.586 -0.155 0.815 2.211
beta4_pH[13,14,5] 0.706 0.179 0.353 0.703 1.078
beta4_pH[14,14,5] 1.004 0.394 0.286 0.994 1.863
beta4_pH[15,14,5] 0.870 0.145 0.597 0.869 1.156
beta4_pH[16,14,5] 1.014 0.565 -0.070 0.988 2.284
beta4_pH[1,15,5] 0.698 0.218 0.283 0.692 1.137
beta4_pH[2,15,5] 0.791 0.107 0.578 0.790 1.018
beta4_pH[3,15,5] 0.872 0.178 0.528 0.870 1.252
beta4_pH[4,15,5] 0.817 0.310 0.225 0.807 1.480
beta4_pH[5,15,5] 0.927 1.121 -0.976 0.829 3.477
beta4_pH[6,15,5] 1.927 2.905 -3.494 1.632 8.667
beta4_pH[7,15,5] 1.216 1.220 -0.898 1.085 4.052
beta4_pH[8,15,5] 0.843 0.582 -0.210 0.799 2.164
beta4_pH[9,15,5] 1.003 1.215 -1.130 0.877 3.780
beta4_pH[10,15,5] 0.739 0.237 0.287 0.727 1.234
beta4_pH[11,15,5] 0.660 0.214 0.236 0.657 1.089
beta4_pH[12,15,5] 0.878 0.594 -0.215 0.819 2.184
beta4_pH[13,15,5] 0.715 0.177 0.378 0.710 1.084
beta4_pH[14,15,5] 1.010 0.394 0.277 0.989 1.863
beta4_pH[15,15,5] 0.874 0.147 0.584 0.874 1.171
beta4_pH[16,15,5] 0.997 0.557 -0.059 0.979 2.216
beta4_pH[1,16,5] 0.711 0.217 0.311 0.705 1.163
beta4_pH[2,16,5] 0.788 0.112 0.570 0.787 1.019
beta4_pH[3,16,5] 0.865 0.177 0.513 0.861 1.234
beta4_pH[4,16,5] 0.824 0.307 0.249 0.814 1.470
beta4_pH[5,16,5] 0.938 1.061 -0.864 0.839 3.370
beta4_pH[6,16,5] 2.057 2.880 -3.089 1.706 8.735
beta4_pH[7,16,5] 1.222 1.247 -0.867 1.119 4.091
beta4_pH[8,16,5] 0.851 0.600 -0.201 0.804 2.261
beta4_pH[9,16,5] 1.072 1.255 -1.004 0.932 3.867
beta4_pH[10,16,5] 0.747 0.237 0.290 0.736 1.240
beta4_pH[11,16,5] 0.667 0.213 0.267 0.658 1.105
beta4_pH[12,16,5] 0.882 0.615 -0.205 0.834 2.242
beta4_pH[13,16,5] 0.703 0.186 0.346 0.699 1.093
beta4_pH[14,16,5] 1.011 0.395 0.273 0.989 1.866
beta4_pH[15,16,5] 0.866 0.147 0.570 0.859 1.165
beta4_pH[16,16,5] 1.001 0.552 0.028 0.966 2.174
beta4_pH[1,17,5] 0.717 0.218 0.284 0.711 1.157
beta4_pH[2,17,5] 0.788 0.111 0.563 0.788 1.014
beta4_pH[3,17,5] 0.868 0.184 0.502 0.864 1.234
beta4_pH[4,17,5] 0.827 0.308 0.247 0.812 1.482
beta4_pH[5,17,5] 0.914 1.106 -0.894 0.818 3.400
beta4_pH[6,17,5] 1.999 2.945 -3.353 1.629 9.109
beta4_pH[7,17,5] 1.207 1.179 -0.882 1.100 3.909
beta4_pH[8,17,5] 0.833 0.573 -0.220 0.792 2.112
beta4_pH[9,17,5] 1.079 1.306 -1.150 0.943 3.998
beta4_pH[10,17,5] 0.736 0.234 0.273 0.727 1.225
beta4_pH[11,17,5] 0.659 0.215 0.242 0.653 1.104
beta4_pH[12,17,5] 0.884 0.591 -0.177 0.844 2.179
beta4_pH[13,17,5] 0.712 0.182 0.362 0.708 1.091
beta4_pH[14,17,5] 1.011 0.398 0.263 0.991 1.843
beta4_pH[15,17,5] 0.865 0.147 0.583 0.864 1.153
beta4_pH[16,17,5] 0.983 0.554 -0.045 0.949 2.178
beta4_pH[1,18,5] 0.714 0.223 0.286 0.708 1.168
beta4_pH[2,18,5] 0.789 0.110 0.568 0.789 1.010
beta4_pH[3,18,5] 0.868 0.176 0.533 0.860 1.240
beta4_pH[4,18,5] 0.826 0.300 0.261 0.815 1.484
beta4_pH[5,18,5] 0.925 1.117 -0.947 0.826 3.478
beta4_pH[6,18,5] 1.990 2.897 -3.213 1.654 9.077
beta4_pH[7,18,5] 1.199 1.186 -0.963 1.109 3.854
beta4_pH[8,18,5] 0.839 0.580 -0.172 0.786 2.120
beta4_pH[9,18,5] 1.054 1.335 -1.357 0.926 4.007
beta4_pH[10,18,5] 0.739 0.239 0.288 0.728 1.236
beta4_pH[11,18,5] 0.655 0.216 0.235 0.650 1.098
beta4_pH[12,18,5] 0.870 0.593 -0.164 0.811 2.178
beta4_pH[13,18,5] 0.707 0.180 0.370 0.703 1.068
beta4_pH[14,18,5] 1.005 0.381 0.279 0.984 1.819
beta4_pH[15,18,5] 0.866 0.145 0.580 0.864 1.150
beta4_pH[16,18,5] 0.992 0.556 -0.078 0.964 2.174
beta4_pH[1,19,5] 0.711 0.223 0.282 0.708 1.189
beta4_pH[2,19,5] 0.787 0.110 0.568 0.783 1.015
beta4_pH[3,19,5] 0.873 0.178 0.520 0.869 1.229
beta4_pH[4,19,5] 0.827 0.310 0.235 0.810 1.470
beta4_pH[5,19,5] 0.957 1.080 -0.950 0.859 3.303
beta4_pH[6,19,5] 1.903 2.982 -3.437 1.519 8.920
beta4_pH[7,19,5] 1.244 1.218 -0.890 1.098 4.128
beta4_pH[8,19,5] 0.825 0.584 -0.233 0.782 2.089
beta4_pH[9,19,5] 1.013 1.204 -1.115 0.899 3.643
beta4_pH[10,19,5] 0.735 0.231 0.310 0.727 1.211
beta4_pH[11,19,5] 0.664 0.216 0.230 0.660 1.125
beta4_pH[12,19,5] 0.883 0.595 -0.205 0.835 2.260
beta4_pH[13,19,5] 0.711 0.181 0.371 0.706 1.092
beta4_pH[14,19,5] 0.991 0.404 0.233 0.975 1.820
beta4_pH[15,19,5] 0.869 0.145 0.586 0.865 1.163
beta4_pH[16,19,5] 1.005 0.560 -0.002 0.975 2.182
beta4_pH[1,20,5] 0.710 0.215 0.304 0.702 1.173
beta4_pH[2,20,5] 0.788 0.108 0.577 0.788 1.012
beta4_pH[3,20,5] 0.869 0.181 0.515 0.868 1.233
beta4_pH[4,20,5] 0.826 0.308 0.257 0.814 1.501
beta4_pH[5,20,5] 0.911 1.068 -0.908 0.814 3.358
beta4_pH[6,20,5] 1.835 2.785 -3.339 1.537 8.377
beta4_pH[7,20,5] 1.221 1.208 -0.927 1.105 4.007
beta4_pH[8,20,5] 0.842 0.591 -0.211 0.794 2.154
beta4_pH[9,20,5] 1.037 1.226 -1.146 0.936 3.879
beta4_pH[10,20,5] 0.742 0.234 0.291 0.737 1.223
beta4_pH[11,20,5] 0.662 0.212 0.247 0.659 1.099
beta4_pH[12,20,5] 0.863 0.588 -0.211 0.820 2.183
beta4_pH[13,20,5] 0.709 0.182 0.348 0.708 1.084
beta4_pH[14,20,5] 1.002 0.405 0.259 0.986 1.839
beta4_pH[15,20,5] 0.871 0.146 0.594 0.867 1.162
beta4_pH[16,20,5] 0.997 0.559 -0.049 0.969 2.194
beta4_pH[1,21,5] 0.714 0.219 0.286 0.708 1.161
beta4_pH[2,21,5] 0.784 0.109 0.575 0.781 1.015
beta4_pH[3,21,5] 0.867 0.176 0.505 0.862 1.223
beta4_pH[4,21,5] 0.823 0.305 0.244 0.811 1.452
beta4_pH[5,21,5] 0.868 1.079 -1.078 0.815 3.227
beta4_pH[6,21,5] 1.937 2.972 -3.440 1.611 8.647
beta4_pH[7,21,5] 1.244 1.259 -0.806 1.093 4.338
beta4_pH[8,21,5] 0.846 0.582 -0.219 0.807 2.178
beta4_pH[9,21,5] 1.059 1.245 -1.110 0.941 3.904
beta4_pH[10,21,5] 0.731 0.238 0.278 0.720 1.215
beta4_pH[11,21,5] 0.658 0.209 0.243 0.653 1.101
beta4_pH[12,21,5] 0.875 0.596 -0.189 0.844 2.159
beta4_pH[13,21,5] 0.704 0.178 0.357 0.704 1.061
beta4_pH[14,21,5] 1.018 0.395 0.279 1.003 1.902
beta4_pH[15,21,5] 0.874 0.140 0.591 0.872 1.166
beta4_pH[16,21,5] 1.019 0.558 -0.034 0.985 2.235
beta4_pH[1,22,5] 0.708 0.212 0.288 0.706 1.127
beta4_pH[2,22,5] 0.788 0.105 0.594 0.787 1.013
beta4_pH[3,22,5] 0.868 0.181 0.515 0.865 1.241
beta4_pH[4,22,5] 0.832 0.317 0.228 0.810 1.499
beta4_pH[5,22,5] 0.903 1.062 -0.985 0.823 3.284
beta4_pH[6,22,5] 1.861 2.840 -3.209 1.592 8.562
beta4_pH[7,22,5] 1.239 1.225 -0.931 1.110 4.075
beta4_pH[8,22,5] 0.843 0.604 -0.229 0.804 2.098
beta4_pH[9,22,5] 1.041 1.239 -1.162 0.908 4.040
beta4_pH[10,22,5] 0.736 0.234 0.288 0.731 1.220
beta4_pH[11,22,5] 0.663 0.210 0.267 0.655 1.102
beta4_pH[12,22,5] 0.887 0.605 -0.192 0.837 2.224
beta4_pH[13,22,5] 0.704 0.177 0.357 0.702 1.060
beta4_pH[14,22,5] 1.012 0.399 0.318 0.989 1.933
beta4_pH[15,22,5] 0.873 0.143 0.582 0.870 1.158
beta4_pH[16,22,5] 1.003 0.559 -0.053 0.977 2.247
beta4_pH[1,23,5] 0.717 0.219 0.303 0.710 1.177
beta4_pH[2,23,5] 0.787 0.109 0.573 0.785 1.019
beta4_pH[3,23,5] 0.867 0.178 0.527 0.865 1.234
beta4_pH[4,23,5] 0.823 0.317 0.244 0.807 1.510
beta4_pH[5,23,5] 0.943 1.138 -0.950 0.819 3.578
beta4_pH[6,23,5] 1.902 2.805 -3.327 1.618 8.039
beta4_pH[7,23,5] 1.243 1.289 -0.869 1.102 4.227
beta4_pH[8,23,5] 0.836 0.566 -0.202 0.790 2.099
beta4_pH[9,23,5] 1.028 1.312 -1.139 0.887 4.094
beta4_pH[10,23,5] 0.729 0.239 0.263 0.722 1.220
beta4_pH[11,23,5] 0.664 0.209 0.269 0.661 1.094
beta4_pH[12,23,5] 0.859 0.593 -0.217 0.819 2.155
beta4_pH[13,23,5] 0.702 0.181 0.340 0.697 1.076
beta4_pH[14,23,5] 1.022 0.401 0.289 0.999 1.874
beta4_pH[15,23,5] 0.869 0.148 0.578 0.866 1.165
beta4_pH[16,23,5] 0.998 0.559 -0.042 0.970 2.190
beta4_pH[1,24,5] 0.712 0.221 0.287 0.707 1.176
beta4_pH[2,24,5] 0.786 0.114 0.562 0.786 1.017
beta4_pH[3,24,5] 0.871 0.180 0.517 0.868 1.242
beta4_pH[4,24,5] 0.824 0.308 0.231 0.811 1.474
beta4_pH[5,24,5] 0.899 1.085 -0.974 0.804 3.249
beta4_pH[6,24,5] 1.973 2.939 -3.449 1.613 9.290
beta4_pH[7,24,5] 1.231 1.259 -0.935 1.103 4.083
beta4_pH[8,24,5] 0.834 0.567 -0.235 0.803 2.041
beta4_pH[9,24,5] 1.058 1.294 -1.123 0.928 4.015
beta4_pH[10,24,5] 0.737 0.233 0.298 0.727 1.236
beta4_pH[11,24,5] 0.663 0.214 0.249 0.656 1.115
beta4_pH[12,24,5] 0.863 0.615 -0.187 0.819 2.240
beta4_pH[13,24,5] 0.709 0.181 0.350 0.709 1.075
beta4_pH[14,24,5] 1.015 0.391 0.278 0.993 1.849
beta4_pH[15,24,5] 0.872 0.147 0.584 0.867 1.177
beta4_pH[16,24,5] 1.010 0.553 0.014 0.964 2.156
beta4_pH[1,25,5] 0.711 0.218 0.277 0.706 1.174
beta4_pH[2,25,5] 0.789 0.110 0.572 0.787 1.013
beta4_pH[3,25,5] 0.869 0.182 0.521 0.862 1.253
beta4_pH[4,25,5] 0.825 0.312 0.242 0.813 1.477
beta4_pH[5,25,5] 0.907 1.085 -1.035 0.801 3.414
beta4_pH[6,25,5] 1.898 2.862 -3.403 1.593 8.719
beta4_pH[7,25,5] 1.215 1.236 -0.988 1.117 3.884
beta4_pH[8,25,5] 0.836 0.576 -0.218 0.792 2.052
beta4_pH[9,25,5] 1.060 1.296 -1.032 0.897 3.936
beta4_pH[10,25,5] 0.737 0.234 0.287 0.727 1.254
beta4_pH[11,25,5] 0.652 0.212 0.253 0.646 1.085
beta4_pH[12,25,5] 0.880 0.603 -0.248 0.844 2.202
beta4_pH[13,25,5] 0.704 0.179 0.369 0.699 1.080
beta4_pH[14,25,5] 1.006 0.390 0.262 0.992 1.852
beta4_pH[15,25,5] 0.870 0.146 0.577 0.865 1.165
beta4_pH[16,25,5] 1.004 0.538 0.009 0.978 2.176
beta4_pH[1,26,5] 0.710 0.212 0.311 0.703 1.150
beta4_pH[2,26,5] 0.788 0.108 0.577 0.785 1.007
beta4_pH[3,26,5] 0.869 0.180 0.510 0.869 1.225
beta4_pH[4,26,5] 0.816 0.305 0.238 0.798 1.450
beta4_pH[5,26,5] 0.919 1.075 -1.017 0.834 3.258
beta4_pH[6,26,5] 1.973 2.807 -3.246 1.688 8.486
beta4_pH[7,26,5] 1.204 1.240 -1.080 1.100 4.192
beta4_pH[8,26,5] 0.827 0.582 -0.219 0.787 2.026
beta4_pH[9,26,5] 1.043 1.201 -1.059 0.926 3.748
beta4_pH[10,26,5] 0.735 0.237 0.282 0.725 1.227
beta4_pH[11,26,5] 0.673 0.213 0.271 0.661 1.159
beta4_pH[12,26,5] 0.876 0.587 -0.195 0.830 2.216
beta4_pH[13,26,5] 0.707 0.180 0.355 0.702 1.079
beta4_pH[14,26,5] 1.015 0.398 0.263 1.000 1.835
beta4_pH[15,26,5] 0.869 0.146 0.588 0.867 1.162
beta4_pH[16,26,5] 1.021 0.551 0.003 0.982 2.241
beta4_pH[1,27,5] 0.711 0.217 0.292 0.710 1.159
beta4_pH[2,27,5] 0.786 0.112 0.574 0.783 1.017
beta4_pH[3,27,5] 0.871 0.178 0.521 0.871 1.232
beta4_pH[4,27,5] 0.824 0.304 0.230 0.813 1.446
beta4_pH[5,27,5] 0.922 1.069 -0.982 0.833 3.224
beta4_pH[6,27,5] 1.955 2.964 -3.447 1.576 9.156
beta4_pH[7,27,5] 1.220 1.225 -0.971 1.096 3.969
beta4_pH[8,27,5] 0.867 0.591 -0.181 0.812 2.206
beta4_pH[9,27,5] 1.058 1.299 -1.058 0.913 4.022
beta4_pH[10,27,5] 0.737 0.230 0.305 0.728 1.220
beta4_pH[11,27,5] 0.664 0.216 0.246 0.660 1.107
beta4_pH[12,27,5] 0.873 0.591 -0.216 0.825 2.168
beta4_pH[13,27,5] 0.708 0.180 0.348 0.702 1.086
beta4_pH[14,27,5] 0.999 0.395 0.281 0.969 1.842
beta4_pH[15,27,5] 0.873 0.145 0.593 0.869 1.174
beta4_pH[16,27,5] 1.023 0.537 0.044 0.987 2.255
beta4_pH[1,28,5] 0.716 0.226 0.286 0.708 1.196
beta4_pH[2,28,5] 0.787 0.109 0.567 0.785 1.006
beta4_pH[3,28,5] 0.866 0.178 0.521 0.863 1.238
beta4_pH[4,28,5] 0.824 0.307 0.263 0.807 1.471
beta4_pH[5,28,5] 0.897 1.103 -1.011 0.813 3.207
beta4_pH[6,28,5] 1.936 2.831 -3.149 1.626 8.761
beta4_pH[7,28,5] 1.200 1.177 -0.955 1.085 3.882
beta4_pH[8,28,5] 0.845 0.560 -0.137 0.786 2.112
beta4_pH[9,28,5] 1.073 1.298 -1.188 0.950 4.071
beta4_pH[10,28,5] 0.737 0.238 0.261 0.728 1.231
beta4_pH[11,28,5] 0.659 0.209 0.241 0.652 1.088
beta4_pH[12,28,5] 0.874 0.609 -0.216 0.828 2.226
beta4_pH[13,28,5] 0.710 0.183 0.354 0.705 1.090
beta4_pH[14,28,5] 1.013 0.400 0.270 0.994 1.828
beta4_pH[15,28,5] 0.866 0.145 0.589 0.863 1.153
beta4_pH[16,28,5] 0.985 0.551 -0.066 0.949 2.184
beta4_pH[1,29,5] 0.711 0.222 0.288 0.706 1.177
beta4_pH[2,29,5] 0.788 0.109 0.567 0.786 1.007
beta4_pH[3,29,5] 0.872 0.175 0.532 0.866 1.237
beta4_pH[4,29,5] 0.823 0.311 0.232 0.809 1.492
beta4_pH[5,29,5] 0.923 1.104 -0.889 0.827 3.363
beta4_pH[6,29,5] 1.927 2.842 -3.110 1.605 8.639
beta4_pH[7,29,5] 1.264 1.249 -0.967 1.152 4.173
beta4_pH[8,29,5] 0.835 0.568 -0.184 0.784 2.070
beta4_pH[9,29,5] 1.059 1.280 -1.247 0.941 4.025
beta4_pH[10,29,5] 0.736 0.231 0.278 0.731 1.212
beta4_pH[11,29,5] 0.664 0.211 0.263 0.659 1.100
beta4_pH[12,29,5] 0.887 0.620 -0.243 0.842 2.198
beta4_pH[13,29,5] 0.716 0.177 0.368 0.711 1.076
beta4_pH[14,29,5] 1.006 0.394 0.269 0.983 1.900
beta4_pH[15,29,5] 0.869 0.144 0.579 0.866 1.159
beta4_pH[16,29,5] 1.009 0.550 -0.011 0.976 2.220
beta4_pH[1,30,5] 0.711 0.219 0.293 0.702 1.172
beta4_pH[2,30,5] 0.787 0.110 0.580 0.785 1.016
beta4_pH[3,30,5] 0.872 0.177 0.522 0.870 1.222
beta4_pH[4,30,5] 0.820 0.308 0.257 0.803 1.467
beta4_pH[5,30,5] 0.893 1.074 -0.939 0.813 3.144
beta4_pH[6,30,5] 1.933 2.948 -3.356 1.624 8.966
beta4_pH[7,30,5] 1.202 1.248 -1.160 1.107 3.861
beta4_pH[8,30,5] 0.854 0.576 -0.161 0.815 2.167
beta4_pH[9,30,5] 1.023 1.294 -1.194 0.905 3.993
beta4_pH[10,30,5] 0.737 0.233 0.297 0.727 1.220
beta4_pH[11,30,5] 0.695 0.200 0.323 0.686 1.112
beta4_pH[12,30,5] 0.892 0.599 -0.172 0.846 2.180
beta4_pH[13,30,5] 0.707 0.175 0.365 0.708 1.068
beta4_pH[14,30,5] 1.076 0.373 0.436 1.043 1.931
beta4_pH[15,30,5] 0.849 0.143 0.562 0.848 1.134
beta4_pH[16,30,5] 1.119 0.564 0.152 1.067 2.403
beta4_pH[1,31,5] 0.712 0.220 0.291 0.707 1.157
beta4_pH[2,31,5] 0.789 0.110 0.572 0.786 1.017
beta4_pH[3,31,5] 0.869 0.180 0.521 0.866 1.244
beta4_pH[4,31,5] 0.831 0.306 0.254 0.815 1.448
beta4_pH[5,31,5] 0.938 1.083 -0.822 0.832 3.396
beta4_pH[6,31,5] 1.915 2.880 -3.104 1.581 8.744
beta4_pH[7,31,5] 1.229 1.207 -0.893 1.088 4.128
beta4_pH[8,31,5] 0.814 0.580 -0.255 0.769 2.064
beta4_pH[9,31,5] 1.095 1.290 -1.031 0.964 3.987
beta4_pH[10,31,5] 0.740 0.236 0.278 0.729 1.227
beta4_pH[11,31,5] 0.628 0.197 0.245 0.627 1.032
beta4_pH[12,31,5] 0.863 0.579 -0.135 0.813 2.171
beta4_pH[13,31,5] 0.697 0.176 0.350 0.694 1.053
beta4_pH[14,31,5] 1.031 0.369 0.340 1.007 1.830
beta4_pH[15,31,5] 0.857 0.138 0.591 0.855 1.134
beta4_pH[16,31,5] 1.134 0.563 0.204 1.074 2.428
beta4_pH[1,32,5] 0.703 0.215 0.273 0.701 1.142
beta4_pH[2,32,5] 0.786 0.111 0.575 0.784 1.016
beta4_pH[3,32,5] 0.871 0.180 0.522 0.866 1.241
beta4_pH[4,32,5] 0.835 0.313 0.245 0.823 1.498
beta4_pH[5,32,5] 0.905 1.114 -0.972 0.799 3.585
beta4_pH[6,32,5] 1.905 2.915 -3.290 1.570 8.799
beta4_pH[7,32,5] 1.274 1.250 -0.869 1.127 4.170
beta4_pH[8,32,5] 0.835 0.604 -0.212 0.786 2.143
beta4_pH[9,32,5] 1.082 1.359 -1.001 0.911 4.086
beta4_pH[10,32,5] 0.734 0.235 0.271 0.725 1.229
beta4_pH[11,32,5] 0.721 0.204 0.341 0.711 1.167
beta4_pH[12,32,5] 0.902 0.581 -0.125 0.839 2.268
beta4_pH[13,32,5] 0.705 0.174 0.367 0.704 1.062
beta4_pH[14,32,5] 1.117 0.377 0.456 1.082 1.947
beta4_pH[15,32,5] 0.863 0.141 0.589 0.861 1.144
beta4_pH[16,32,5] 1.194 0.573 0.224 1.135 2.493
beta4_pH[1,33,5] 0.702 0.218 0.278 0.700 1.174
beta4_pH[2,33,5] 0.787 0.114 0.562 0.787 1.009
beta4_pH[3,33,5] 0.870 0.184 0.524 0.865 1.239
beta4_pH[4,33,5] 0.826 0.313 0.256 0.814 1.484
beta4_pH[5,33,5] 0.943 1.077 -0.903 0.860 3.129
beta4_pH[6,33,5] 1.978 2.918 -3.093 1.633 8.682
beta4_pH[7,33,5] 1.214 1.207 -0.984 1.094 4.095
beta4_pH[8,33,5] 0.842 0.581 -0.204 0.802 2.049
beta4_pH[9,33,5] 1.054 1.264 -1.132 0.935 3.818
beta4_pH[10,33,5] 0.734 0.232 0.287 0.730 1.228
beta4_pH[11,33,5] 0.598 0.198 0.197 0.597 1.001
beta4_pH[12,33,5] 0.890 0.604 -0.220 0.839 2.231
beta4_pH[13,33,5] 0.702 0.176 0.355 0.705 1.052
beta4_pH[14,33,5] 1.003 0.388 0.281 0.986 1.829
beta4_pH[15,33,5] 0.901 0.143 0.621 0.896 1.203
beta4_pH[16,33,5] 1.215 0.543 0.327 1.161 2.449
beta4_pH[1,34,5] 0.705 0.215 0.275 0.703 1.129
beta4_pH[2,34,5] 0.787 0.110 0.568 0.786 1.013
beta4_pH[3,34,5] 0.871 0.179 0.512 0.867 1.235
beta4_pH[4,34,5] 0.816 0.312 0.230 0.796 1.496
beta4_pH[5,34,5] 0.931 1.123 -0.869 0.828 3.344
beta4_pH[6,34,5] 1.961 3.007 -3.363 1.581 9.572
beta4_pH[7,34,5] 1.195 1.280 -1.007 1.052 4.108
beta4_pH[8,34,5] 0.822 0.597 -0.235 0.780 2.167
beta4_pH[9,34,5] 1.073 1.268 -1.070 0.934 3.954
beta4_pH[10,34,5] 0.739 0.233 0.286 0.726 1.219
beta4_pH[11,34,5] 0.592 0.194 0.202 0.600 0.966
beta4_pH[12,34,5] 0.888 0.595 -0.207 0.835 2.183
beta4_pH[13,34,5] 0.705 0.179 0.356 0.704 1.067
beta4_pH[14,34,5] 1.009 0.395 0.274 0.989 1.871
beta4_pH[15,34,5] 0.902 0.145 0.621 0.896 1.209
beta4_pH[16,34,5] 1.167 0.532 0.235 1.123 2.341
beta4_pH[1,35,5] 0.414 0.144 0.203 0.391 0.750
beta4_pH[2,35,5] 0.787 0.086 0.633 0.783 0.968
beta4_pH[3,35,5] 1.027 0.171 0.739 1.012 1.398
beta4_pH[4,35,5] 0.594 0.223 0.280 0.553 1.137
beta4_pH[5,35,5] 0.125 0.094 0.026 0.099 0.373
beta4_pH[6,35,5] 0.738 0.605 0.127 0.568 2.332
beta4_pH[7,35,5] 2.294 1.826 0.430 1.783 7.387
beta4_pH[8,35,5] 0.527 0.265 0.182 0.472 1.179
beta4_pH[9,35,5] 0.623 0.578 0.104 0.462 2.083
beta4_pH[10,35,5] 0.632 0.136 0.408 0.617 0.934
beta4_pH[11,35,5] 0.829 0.213 0.495 0.800 1.311
beta4_pH[12,35,5] 1.443 0.926 0.387 1.217 3.855
beta4_pH[13,35,5] 0.723 0.108 0.530 0.714 0.958
beta4_pH[14,35,5] 0.877 0.279 0.441 0.835 1.522
beta4_pH[15,35,5] 0.884 0.115 0.683 0.878 1.134
beta4_pH[16,35,5] 0.715 0.357 0.258 0.650 1.625
beta4_pH[1,36,5] 0.919 0.204 0.583 0.896 1.373
beta4_pH[2,36,5] 0.860 0.111 0.659 0.853 1.091
beta4_pH[3,36,5] 0.871 0.150 0.612 0.861 1.196
beta4_pH[4,36,5] 0.757 0.234 0.406 0.724 1.312
beta4_pH[5,36,5] 0.692 0.787 0.072 0.450 2.801
beta4_pH[6,36,5] 6.032 4.330 0.881 4.806 17.397
beta4_pH[7,36,5] 1.136 0.646 0.356 0.980 2.831
beta4_pH[8,36,5] 0.913 0.398 0.374 0.830 1.901
beta4_pH[9,36,5] 0.537 0.379 0.123 0.441 1.517
beta4_pH[10,36,5] 0.463 0.126 0.262 0.449 0.747
beta4_pH[11,36,5] 0.549 0.105 0.371 0.539 0.785
beta4_pH[12,36,5] 0.858 0.467 0.273 0.745 2.031
beta4_pH[13,36,5] 0.793 0.127 0.576 0.781 1.071
beta4_pH[14,36,5] 1.336 0.460 0.634 1.269 2.462
beta4_pH[15,36,5] 0.999 0.141 0.755 0.991 1.299
beta4_pH[16,36,5] 1.086 0.435 0.473 1.004 2.126
beta4_pH[1,37,5] 0.770 0.175 0.479 0.749 1.164
beta4_pH[2,37,5] 0.772 0.086 0.619 0.767 0.957
beta4_pH[3,37,5] 0.906 0.135 0.672 0.896 1.194
beta4_pH[4,37,5] 0.752 0.227 0.401 0.721 1.268
beta4_pH[5,37,5] 1.053 1.157 0.128 0.710 4.033
beta4_pH[6,37,5] 2.115 2.170 0.245 1.413 7.852
beta4_pH[7,37,5] 1.234 0.805 0.306 1.048 3.354
beta4_pH[8,37,5] 0.961 0.395 0.413 0.882 1.889
beta4_pH[9,37,5] 1.836 1.937 0.193 1.240 7.284
beta4_pH[10,37,5] 0.774 0.154 0.518 0.759 1.134
beta4_pH[11,37,5] 0.839 0.156 0.573 0.827 1.186
beta4_pH[12,37,5] 0.798 0.505 0.224 0.676 2.131
beta4_pH[13,37,5] 0.621 0.095 0.456 0.614 0.830
beta4_pH[14,37,5] 1.105 0.387 0.524 1.050 2.032
beta4_pH[15,37,5] 0.710 0.101 0.534 0.702 0.930
beta4_pH[16,37,5] 0.613 0.195 0.325 0.584 1.070
beta4_pH[1,38,5] 0.734 0.157 0.473 0.718 1.080
beta4_pH[2,38,5] 0.717 0.084 0.569 0.712 0.904
beta4_pH[3,38,5] 0.902 0.160 0.635 0.885 1.251
beta4_pH[4,38,5] 0.900 0.246 0.513 0.863 1.469
beta4_pH[5,38,5] 0.530 0.446 0.100 0.410 1.658
beta4_pH[6,38,5] 1.690 1.994 0.131 1.035 7.198
beta4_pH[7,38,5] 0.499 0.304 0.146 0.430 1.291
beta4_pH[8,38,5] 0.763 0.302 0.331 0.712 1.491
beta4_pH[9,38,5] 1.536 1.044 0.359 1.264 4.276
beta4_pH[10,38,5] 0.723 0.162 0.464 0.704 1.091
beta4_pH[11,38,5] 0.533 0.131 0.319 0.519 0.825
beta4_pH[12,38,5] 0.796 0.520 0.202 0.662 2.131
beta4_pH[13,38,5] 0.904 0.183 0.600 0.887 1.298
beta4_pH[14,38,5] 0.895 0.292 0.442 0.854 1.564
beta4_pH[15,38,5] 0.851 0.094 0.678 0.846 1.045
beta4_pH[16,38,5] 1.022 0.462 0.403 0.932 2.167
beta4_pH[1,39,5] 0.701 0.141 0.460 0.686 1.016
beta4_pH[2,39,5] 0.868 0.101 0.689 0.862 1.079
beta4_pH[3,39,5] 0.839 0.120 0.624 0.829 1.102
beta4_pH[4,39,5] 0.847 0.287 0.429 0.796 1.527
beta4_pH[5,39,5] 1.101 1.223 0.120 0.723 4.318
beta4_pH[6,39,5] 0.477 0.597 0.041 0.290 2.087
beta4_pH[7,39,5] 1.832 1.584 0.309 1.373 6.291
beta4_pH[8,39,5] 1.412 0.801 0.440 1.215 3.440
beta4_pH[9,39,5] 2.031 1.684 0.392 1.571 6.527
beta4_pH[10,39,5] 0.760 0.207 0.424 0.736 1.239
beta4_pH[11,39,5] 0.726 0.174 0.437 0.711 1.113
beta4_pH[12,39,5] 0.787 0.435 0.245 0.681 1.872
beta4_pH[13,39,5] 0.721 0.119 0.516 0.709 0.981
beta4_pH[14,39,5] 1.066 0.393 0.494 0.998 1.992
beta4_pH[15,39,5] 0.999 0.109 0.808 0.991 1.234
beta4_pH[16,39,5] 1.073 0.475 0.437 0.988 2.224
beta4_pH[1,40,5] 0.772 0.133 0.545 0.761 1.067
beta4_pH[2,40,5] 0.763 0.085 0.610 0.755 0.950
beta4_pH[3,40,5] 0.925 0.142 0.681 0.913 1.237
beta4_pH[4,40,5] 0.884 0.204 0.554 0.864 1.343
beta4_pH[5,40,5] 0.311 0.219 0.075 0.255 0.878
beta4_pH[6,40,5] 2.039 2.112 0.230 1.351 7.812
beta4_pH[7,40,5] 1.537 1.263 0.252 1.165 5.053
beta4_pH[8,40,5] 0.354 0.280 0.075 0.278 1.051
beta4_pH[9,40,5] 0.520 0.520 0.073 0.365 1.949
beta4_pH[10,40,5] 0.918 0.250 0.532 0.882 1.500
beta4_pH[11,40,5] 0.472 0.112 0.294 0.461 0.732
beta4_pH[12,40,5] 0.662 0.413 0.194 0.558 1.713
beta4_pH[13,40,5] 0.786 0.122 0.574 0.774 1.054
beta4_pH[14,40,5] 0.822 0.267 0.421 0.781 1.466
beta4_pH[15,40,5] 0.845 0.095 0.675 0.839 1.046
beta4_pH[16,40,5] 1.275 0.561 0.514 1.160 2.688
beta4_pH[1,41,5] 0.611 0.133 0.388 0.597 0.913
beta4_pH[2,41,5] 0.785 0.103 0.598 0.779 1.003
beta4_pH[3,41,5] 0.881 0.147 0.630 0.869 1.199
beta4_pH[4,41,5] 0.875 0.391 0.346 0.796 1.854
beta4_pH[5,41,5] 1.430 0.828 0.434 1.244 3.559
beta4_pH[6,41,5] 2.895 2.981 0.273 1.913 11.881
beta4_pH[7,41,5] 0.813 0.493 0.244 0.694 2.125
beta4_pH[8,41,5] 1.181 0.685 0.345 1.015 2.950
beta4_pH[9,41,5] 0.495 0.518 0.052 0.338 1.831
beta4_pH[10,41,5] 0.775 0.174 0.495 0.753 1.166
beta4_pH[11,41,5] 0.791 0.195 0.471 0.767 1.215
beta4_pH[12,41,5] 0.970 0.477 0.366 0.880 2.120
beta4_pH[13,41,5] 0.697 0.110 0.505 0.688 0.945
beta4_pH[14,41,5] 1.192 0.362 0.643 1.133 2.048
beta4_pH[15,41,5] 0.789 0.098 0.611 0.783 0.996
beta4_pH[16,41,5] 1.323 0.680 0.442 1.167 3.024
beta4_pH[1,42,5] 0.671 0.140 0.435 0.659 0.977
beta4_pH[2,42,5] 0.782 0.097 0.609 0.776 0.990
beta4_pH[3,42,5] 0.799 0.154 0.536 0.782 1.135
beta4_pH[4,42,5] 0.972 0.317 0.494 0.925 1.724
beta4_pH[5,42,5] 1.424 1.620 0.148 0.912 5.732
beta4_pH[6,42,5] 0.346 0.277 0.067 0.268 1.039
beta4_pH[7,42,5] 0.971 0.621 0.253 0.819 2.547
beta4_pH[8,42,5] 0.774 0.337 0.317 0.710 1.604
beta4_pH[9,42,5] 0.798 0.626 0.189 0.628 2.365
beta4_pH[10,42,5] 0.914 0.210 0.571 0.891 1.394
beta4_pH[11,42,5] 0.614 0.129 0.403 0.601 0.905
beta4_pH[12,42,5] 0.847 0.402 0.320 0.758 1.853
beta4_pH[13,42,5] 0.516 0.163 0.273 0.490 0.911
beta4_pH[14,42,5] 0.855 0.261 0.448 0.818 1.468
beta4_pH[15,42,5] 0.920 0.092 0.754 0.915 1.109
beta4_pH[16,42,5] 0.647 0.245 0.295 0.606 1.203
beta4_pH[1,43,5] 0.800 0.189 0.489 0.776 1.242
beta4_pH[2,43,5] 0.755 0.082 0.607 0.751 0.933
beta4_pH[3,43,5] 0.670 0.098 0.503 0.662 0.885
beta4_pH[4,43,5] 0.838 0.281 0.422 0.795 1.510
beta4_pH[5,43,5] 1.582 0.757 0.608 1.417 3.527
beta4_pH[6,43,5] 1.149 0.926 0.221 0.895 3.545
beta4_pH[7,43,5] 0.714 0.581 0.128 0.546 2.271
beta4_pH[8,43,5] 0.641 0.295 0.254 0.580 1.382
beta4_pH[9,43,5] 1.139 1.060 0.173 0.843 3.973
beta4_pH[10,43,5] 0.679 0.145 0.436 0.665 1.001
beta4_pH[11,43,5] 0.616 0.122 0.413 0.603 0.893
beta4_pH[12,43,5] 0.765 0.381 0.269 0.681 1.752
beta4_pH[13,43,5] 0.593 0.116 0.396 0.583 0.845
beta4_pH[14,43,5] 0.904 0.241 0.503 0.879 1.454
beta4_pH[15,43,5] 0.834 0.099 0.660 0.827 1.038
beta4_pH[16,43,5] 1.315 0.471 0.622 1.237 2.449
beta4_pH[1,44,5] 0.611 0.167 0.351 0.588 1.001
beta4_pH[2,44,5] 0.704 0.078 0.565 0.699 0.872
beta4_pH[3,44,5] 0.635 0.099 0.462 0.629 0.852
beta4_pH[4,44,5] 0.828 0.202 0.504 0.798 1.275
beta4_pH[5,44,5] 1.256 0.608 0.457 1.135 2.764
beta4_pH[6,44,5] 1.279 1.441 0.113 0.838 5.301
beta4_pH[7,44,5] 1.161 0.672 0.369 1.001 2.919
beta4_pH[8,44,5] 0.436 0.287 0.114 0.367 1.198
beta4_pH[9,44,5] 0.983 0.897 0.160 0.719 3.362
beta4_pH[10,44,5] 0.628 0.156 0.377 0.608 0.965
beta4_pH[11,44,5] 0.351 0.119 0.172 0.331 0.632
beta4_pH[12,44,5] 0.614 0.341 0.197 0.541 1.494
beta4_pH[13,44,5] 0.535 0.097 0.375 0.527 0.751
beta4_pH[14,44,5] 0.680 0.176 0.395 0.660 1.074
beta4_pH[15,44,5] 0.636 0.083 0.489 0.633 0.816
beta4_pH[16,44,5] 0.481 0.213 0.192 0.442 0.985
beta4_pH[1,45,5] 0.796 0.194 0.486 0.774 1.231
beta4_pH[2,45,5] 0.708 0.087 0.550 0.704 0.889
beta4_pH[3,45,5] 0.767 0.140 0.530 0.755 1.068
beta4_pH[4,45,5] 0.749 0.196 0.435 0.723 1.216
beta4_pH[5,45,5] 1.000 1.137 0.097 0.655 3.999
beta4_pH[6,45,5] 1.184 1.081 0.172 0.870 4.058
beta4_pH[7,45,5] 0.690 0.566 0.127 0.533 2.263
beta4_pH[8,45,5] 1.179 0.513 0.482 1.077 2.530
beta4_pH[9,45,5] 0.104 0.132 0.010 0.065 0.439
beta4_pH[10,45,5] 0.849 0.208 0.514 0.826 1.325
beta4_pH[11,45,5] 0.454 0.099 0.288 0.444 0.674
beta4_pH[12,45,5] 0.770 0.352 0.305 0.701 1.697
beta4_pH[13,45,5] 0.456 0.074 0.324 0.450 0.619
beta4_pH[14,45,5] 0.738 0.174 0.462 0.716 1.121
beta4_pH[15,45,5] 0.511 0.070 0.388 0.506 0.663
beta4_pH[16,45,5] 0.333 0.211 0.082 0.282 0.860
beta4_pH[1,46,5] 0.799 0.162 0.528 0.786 1.161
beta4_pH[2,46,5] 0.682 0.098 0.513 0.676 0.900
beta4_pH[3,46,5] 0.761 0.114 0.559 0.748 1.016
beta4_pH[4,46,5] 0.873 0.331 0.412 0.812 1.661
beta4_pH[5,46,5] 1.122 0.618 0.378 0.989 2.766
beta4_pH[6,46,5] 1.513 1.893 0.110 0.904 7.041
beta4_pH[7,46,5] 1.683 1.283 0.363 1.332 5.050
beta4_pH[8,46,5] 1.074 0.494 0.422 0.965 2.354
beta4_pH[9,46,5] 1.592 1.546 0.223 1.109 5.852
beta4_pH[10,46,5] 0.664 0.171 0.385 0.643 1.057
beta4_pH[11,46,5] 0.713 0.153 0.456 0.696 1.070
beta4_pH[12,46,5] 1.147 0.593 0.389 1.023 2.651
beta4_pH[13,46,5] 0.597 0.170 0.324 0.574 0.973
beta4_pH[14,46,5] 0.968 0.307 0.497 0.916 1.671
beta4_pH[15,46,5] 0.623 0.075 0.488 0.618 0.783
beta4_pH[16,46,5] 0.741 0.310 0.300 0.684 1.484
beta4_pH[1,47,5] 0.630 0.145 0.394 0.616 0.966
beta4_pH[2,47,5] 0.766 0.112 0.571 0.759 1.009
beta4_pH[3,47,5] 0.771 0.119 0.570 0.759 1.027
beta4_pH[4,47,5] 0.548 0.230 0.226 0.503 1.104
beta4_pH[5,47,5] 0.116 0.090 0.023 0.090 0.353
beta4_pH[6,47,5] 0.187 0.131 0.044 0.153 0.537
beta4_pH[7,47,5] 0.483 0.428 0.082 0.363 1.614
beta4_pH[8,47,5] 0.839 0.577 0.211 0.687 2.410
beta4_pH[9,47,5] 0.470 0.580 0.040 0.284 2.091
beta4_pH[10,47,5] 0.847 0.274 0.443 0.803 1.506
beta4_pH[11,47,5] 0.583 0.115 0.390 0.570 0.836
beta4_pH[12,47,5] 1.633 0.952 0.474 1.402 4.140
beta4_pH[13,47,5] 0.667 0.111 0.479 0.661 0.906
beta4_pH[14,47,5] 0.753 0.254 0.358 0.716 1.365
beta4_pH[15,47,5] 0.715 0.116 0.517 0.709 0.970
beta4_pH[16,47,5] 0.911 0.354 0.399 0.852 1.771
beta0_pelagic[1] 2.219 0.138 1.949 2.221 2.476
beta0_pelagic[2] 1.483 0.142 1.229 1.479 1.817
beta0_pelagic[3] 0.255 0.280 -0.397 0.296 0.718
beta0_pelagic[4] 0.147 0.405 -0.613 0.109 0.902
beta0_pelagic[5] 1.440 0.212 1.022 1.436 1.860
beta0_pelagic[6] 1.346 0.155 1.041 1.347 1.651
beta0_pelagic[7] 1.521 0.147 1.237 1.519 1.813
beta0_pelagic[8] 1.739 0.142 1.467 1.740 2.018
beta0_pelagic[9] 2.627 0.163 2.328 2.621 2.958
beta0_pelagic[10] 2.533 0.134 2.269 2.530 2.784
beta0_pelagic[11] -0.195 0.251 -0.718 -0.211 0.302
beta0_pelagic[12] 1.863 0.143 1.564 1.868 2.125
beta0_pelagic[13] 0.099 0.474 -1.096 0.242 0.693
beta0_pelagic[14] -0.398 0.383 -1.278 -0.334 0.230
beta0_pelagic[15] -0.177 0.128 -0.396 -0.184 0.100
beta0_pelagic[16] -0.331 0.200 -0.675 -0.342 0.073
beta1_pelagic[1] 0.000 0.000 0.000 0.000 0.000
beta1_pelagic[2] 0.000 0.000 0.000 0.000 0.000
beta1_pelagic[3] 0.657 0.352 0.028 0.655 1.451
beta1_pelagic[4] 0.940 0.411 0.229 0.987 1.748
beta1_pelagic[5] 0.000 0.000 0.000 0.000 0.000
beta1_pelagic[6] 0.000 0.000 0.000 0.000 0.000
beta1_pelagic[7] 0.000 0.000 0.000 0.000 0.000
beta1_pelagic[8] 0.000 0.000 0.000 0.000 0.000
beta1_pelagic[9] 0.000 0.000 0.000 0.000 0.000
beta1_pelagic[10] 0.000 0.000 0.000 0.000 0.000
beta1_pelagic[11] 1.590 0.351 0.895 1.630 2.252
beta1_pelagic[12] 0.000 0.000 0.000 0.000 0.000
beta1_pelagic[13] 1.062 0.602 0.060 1.042 2.332
beta1_pelagic[14] 1.895 0.528 1.213 1.748 3.298
beta1_pelagic[15] 0.075 0.078 0.011 0.045 0.286
beta1_pelagic[16] 1.669 0.301 1.074 1.678 2.311
beta2_pelagic[1] 0.000 0.000 0.000 0.000 0.000
beta2_pelagic[2] 0.000 0.000 0.000 0.000 0.000
beta2_pelagic[3] 4.979 5.521 0.126 2.122 19.590
beta2_pelagic[4] 6.849 6.001 0.374 5.185 21.275
beta2_pelagic[5] 0.000 0.000 0.000 0.000 0.000
beta2_pelagic[6] 0.000 0.000 0.000 0.000 0.000
beta2_pelagic[7] 0.000 0.000 0.000 0.000 0.000
beta2_pelagic[8] 0.000 0.000 0.000 0.000 0.000
beta2_pelagic[9] 0.000 0.000 0.000 0.000 0.000
beta2_pelagic[10] 0.000 0.000 0.000 0.000 0.000
beta2_pelagic[11] 2.562 1.605 0.505 2.159 6.759
beta2_pelagic[12] 0.000 0.000 0.000 0.000 0.000
beta2_pelagic[13] 1.516 1.729 0.101 0.751 6.266
beta2_pelagic[14] 1.054 1.071 0.170 0.695 4.227
beta2_pelagic[15] 2.491 1.900 0.117 2.071 6.917
beta2_pelagic[16] 2.103 1.725 0.202 1.638 6.533
beta3_pelagic[1] 28.911 6.438 18.535 28.748 39.443
beta3_pelagic[2] 29.100 6.338 18.501 29.219 39.345
beta3_pelagic[3] 28.288 3.516 21.163 28.385 35.345
beta3_pelagic[4] 25.501 2.301 21.460 25.762 31.248
beta3_pelagic[5] 29.010 6.415 18.493 28.915 39.549
beta3_pelagic[6] 28.759 6.293 18.551 28.535 39.377
beta3_pelagic[7] 29.021 6.290 18.542 28.884 39.585
beta3_pelagic[8] 29.036 6.304 18.729 28.934 39.522
beta3_pelagic[9] 29.070 6.328 18.625 29.092 39.375
beta3_pelagic[10] 28.785 6.375 18.638 28.619 39.501
beta3_pelagic[11] 29.670 0.674 28.357 29.619 31.525
beta3_pelagic[12] 29.014 6.385 18.504 29.149 39.359
beta3_pelagic[13] 32.570 4.917 21.855 33.499 39.786
beta3_pelagic[14] 32.473 1.755 29.610 32.248 36.588
beta3_pelagic[15] 29.240 6.587 18.559 29.420 39.566
beta3_pelagic[16] 30.832 0.902 29.470 30.669 33.156
beta0_yellow[1] -0.485 0.158 -0.793 -0.487 -0.181
beta0_yellow[2] 0.580 0.154 0.283 0.585 0.874
beta0_yellow[3] -0.145 0.189 -0.509 -0.148 0.221
beta0_yellow[4] 1.013 0.186 0.623 1.022 1.356
beta0_yellow[5] 0.415 0.340 -0.351 0.454 0.979
beta0_yellow[6] 0.815 0.165 0.498 0.809 1.146
beta0_yellow[7] 0.949 0.170 0.634 0.942 1.296
beta0_yellow[8] 0.981 0.167 0.655 0.978 1.311
beta0_yellow[9] 0.539 0.174 0.178 0.546 0.865
beta0_yellow[10] 0.698 0.140 0.422 0.701 0.973
beta0_yellow[11] 0.584 0.157 0.312 0.576 0.908
beta0_yellow[12] -0.964 0.179 -1.320 -0.964 -0.621
beta0_yellow[13] -0.580 0.183 -0.946 -0.575 -0.239
beta0_yellow[14] 0.236 0.179 -0.126 0.238 0.599
beta0_yellow[15] -0.628 0.181 -0.944 -0.637 -0.261
beta0_yellow[16] 0.332 0.171 0.002 0.333 0.658
beta1_yellow[1] 0.000 0.000 0.000 0.000 0.000
beta1_yellow[2] 1.041 0.476 0.453 0.971 2.791
beta1_yellow[3] 0.394 0.246 0.015 0.404 0.888
beta1_yellow[4] 1.174 0.517 0.447 1.107 2.563
beta1_yellow[5] 0.000 0.000 0.000 0.000 0.000
beta1_yellow[6] 0.000 0.000 0.000 0.000 0.000
beta1_yellow[7] 0.000 0.000 0.000 0.000 0.000
beta1_yellow[8] 0.000 0.000 0.000 0.000 0.000
beta1_yellow[9] 0.000 0.000 0.000 0.000 0.000
beta1_yellow[10] 0.000 0.000 0.000 0.000 0.000
beta1_yellow[11] 0.000 0.000 0.000 0.000 0.000
beta1_yellow[12] 0.000 0.000 0.000 0.000 0.000
beta1_yellow[13] 0.000 0.000 0.000 0.000 0.000
beta1_yellow[14] 0.000 0.000 0.000 0.000 0.000
beta1_yellow[15] 0.000 0.000 0.000 0.000 0.000
beta1_yellow[16] 0.000 0.000 0.000 0.000 0.000
beta2_yellow[1] 0.000 0.000 0.000 0.000 0.000
beta2_yellow[2] -6.868 5.744 -21.050 -5.562 -0.151
beta2_yellow[3] -8.289 6.252 -23.359 -6.898 -0.445
beta2_yellow[4] -6.822 5.911 -21.094 -5.336 -0.200
beta2_yellow[5] 0.000 0.000 0.000 0.000 0.000
beta2_yellow[6] 0.000 0.000 0.000 0.000 0.000
beta2_yellow[7] 0.000 0.000 0.000 0.000 0.000
beta2_yellow[8] 0.000 0.000 0.000 0.000 0.000
beta2_yellow[9] 0.000 0.000 0.000 0.000 0.000
beta2_yellow[10] 0.000 0.000 0.000 0.000 0.000
beta2_yellow[11] 0.000 0.000 0.000 0.000 0.000
beta2_yellow[12] 0.000 0.000 0.000 0.000 0.000
beta2_yellow[13] 0.000 0.000 0.000 0.000 0.000
beta2_yellow[14] 0.000 0.000 0.000 0.000 0.000
beta2_yellow[15] 0.000 0.000 0.000 0.000 0.000
beta2_yellow[16] 0.000 0.000 0.000 0.000 0.000
beta3_yellow[1] 25.000 0.000 25.000 25.000 25.000
beta3_yellow[2] 28.914 2.377 21.354 28.903 33.402
beta3_yellow[3] 32.685 3.814 22.379 32.915 39.894
beta3_yellow[4] 28.197 2.647 22.493 27.650 33.923
beta3_yellow[5] 25.000 0.000 25.000 25.000 25.000
beta3_yellow[6] 25.000 0.000 25.000 25.000 25.000
beta3_yellow[7] 25.000 0.000 25.000 25.000 25.000
beta3_yellow[8] 25.000 0.000 25.000 25.000 25.000
beta3_yellow[9] 25.000 0.000 25.000 25.000 25.000
beta3_yellow[10] 25.000 0.000 25.000 25.000 25.000
beta3_yellow[11] 25.000 0.000 25.000 25.000 25.000
beta3_yellow[12] 25.000 0.000 25.000 25.000 25.000
beta3_yellow[13] 25.000 0.000 25.000 25.000 25.000
beta3_yellow[14] 25.000 0.000 25.000 25.000 25.000
beta3_yellow[15] 25.000 0.000 25.000 25.000 25.000
beta3_yellow[16] 25.000 0.000 25.000 25.000 25.000
beta0_black[1] -0.009 0.150 -0.305 -0.009 0.292
beta0_black[2] 1.891 0.137 1.630 1.887 2.166
beta0_black[3] 1.374 0.141 1.090 1.376 1.647
beta0_black[4] 2.488 0.141 2.211 2.490 2.776
beta0_black[5] 4.556 2.148 1.723 4.097 9.946
beta0_black[6] 4.362 1.961 2.031 3.852 9.271
beta0_black[7] 3.290 1.911 1.275 2.768 8.676
beta0_black[8] 0.983 0.268 0.487 0.974 1.532
beta0_black[9] 2.574 0.257 2.085 2.569 3.093
beta0_black[10] 1.377 0.138 1.111 1.374 1.645
beta0_black[11] 3.466 0.170 3.141 3.467 3.805
beta0_black[12] 4.845 0.195 4.461 4.846 5.233
beta0_black[13] 0.242 0.187 0.009 0.204 0.702
beta0_black[14] 2.988 0.177 2.641 2.993 3.324
beta0_black[15] 1.406 0.166 1.075 1.410 1.728
beta0_black[16] 4.241 0.176 3.892 4.241 4.580
beta2_black[1] 0.000 0.000 0.000 0.000 0.000
beta2_black[2] 0.000 0.000 0.000 0.000 0.000
beta2_black[3] 0.000 0.000 0.000 0.000 0.000
beta2_black[4] 0.000 0.000 0.000 0.000 0.000
beta2_black[5] 0.000 0.000 0.000 0.000 0.000
beta2_black[6] 0.000 0.000 0.000 0.000 0.000
beta2_black[7] 0.000 0.000 0.000 0.000 0.000
beta2_black[8] 0.000 0.000 0.000 0.000 0.000
beta2_black[9] 0.000 0.000 0.000 0.000 0.000
beta2_black[10] 0.000 0.000 0.000 0.000 0.000
beta2_black[11] 0.000 0.000 0.000 0.000 0.000
beta2_black[12] 0.000 0.000 0.000 0.000 0.000
beta2_black[13] -2.573 1.667 -6.889 -2.151 -0.540
beta2_black[14] 0.000 0.000 0.000 0.000 0.000
beta2_black[15] 0.000 0.000 0.000 0.000 0.000
beta2_black[16] 0.000 0.000 0.000 0.000 0.000
beta3_black[1] 25.000 0.000 25.000 25.000 25.000
beta3_black[2] 25.000 0.000 25.000 25.000 25.000
beta3_black[3] 25.000 0.000 25.000 25.000 25.000
beta3_black[4] 25.000 0.000 25.000 25.000 25.000
beta3_black[5] 25.000 0.000 25.000 25.000 25.000
beta3_black[6] 25.000 0.000 25.000 25.000 25.000
beta3_black[7] 25.000 0.000 25.000 25.000 25.000
beta3_black[8] 25.000 0.000 25.000 25.000 25.000
beta3_black[9] 25.000 0.000 25.000 25.000 25.000
beta3_black[10] 25.000 0.000 25.000 25.000 25.000
beta3_black[11] 25.000 0.000 25.000 25.000 25.000
beta3_black[12] 25.000 0.000 25.000 25.000 25.000
beta3_black[13] 39.015 0.866 36.961 39.164 40.313
beta3_black[14] 25.000 0.000 25.000 25.000 25.000
beta3_black[15] 25.000 0.000 25.000 25.000 25.000
beta3_black[16] 25.000 0.000 25.000 25.000 25.000
beta4_black[1] -0.256 0.202 -0.652 -0.258 0.137
beta4_black[2] 0.266 0.187 -0.102 0.266 0.642
beta4_black[3] -1.008 0.194 -1.385 -1.013 -0.623
beta4_black[4] 0.489 0.220 0.073 0.485 0.923
beta4_black[5] 0.830 1.906 -1.180 0.456 5.139
beta4_black[6] 0.937 2.094 -0.862 0.519 4.952
beta4_black[7] 0.768 1.937 -1.027 0.430 4.248
beta4_black[8] -0.296 0.339 -0.995 -0.287 0.339
beta4_black[9] 1.000 0.882 -0.196 0.828 3.243
beta4_black[10] 0.051 0.185 -0.310 0.051 0.416
beta4_black[11] -0.721 0.227 -1.173 -0.721 -0.278
beta4_black[12] 0.415 0.343 -0.252 0.410 1.102
beta4_black[13] -1.358 0.223 -1.778 -1.359 -0.889
beta4_black[14] -0.122 0.255 -0.608 -0.131 0.385
beta4_black[15] -0.942 0.225 -1.386 -0.946 -0.499
beta4_black[16] -0.602 0.243 -1.064 -0.607 -0.118
beta0_dsr[11] 1.473 0.166 1.149 1.474 1.797
beta0_dsr[12] 4.803 0.272 4.288 4.799 5.360
beta0_dsr[13] 1.090 0.171 0.747 1.090 1.427
beta0_dsr[14] 2.262 0.179 1.902 2.266 2.598
beta0_dsr[15] 0.897 0.160 0.594 0.895 1.210
beta0_dsr[16] 2.145 0.173 1.796 2.146 2.483
beta1_dsr[11] 0.000 0.000 0.000 0.000 0.000
beta1_dsr[12] 0.000 0.000 0.000 0.000 0.000
beta1_dsr[13] 0.000 0.000 0.000 0.000 0.000
beta1_dsr[14] 0.000 0.000 0.000 0.000 0.000
beta1_dsr[15] 0.000 0.000 0.000 0.000 0.000
beta1_dsr[16] 0.000 0.000 0.000 0.000 0.000
beta4_dsr[11] 0.987 0.225 0.552 0.987 1.431
beta4_dsr[12] 0.179 0.732 -1.101 0.132 1.695
beta4_dsr[13] 0.094 0.238 -0.362 0.089 0.568
beta4_dsr[14] 0.402 0.278 -0.130 0.405 0.944
beta4_dsr[15] 1.162 0.212 0.732 1.165 1.575
beta4_dsr[16] 0.682 0.251 0.190 0.682 1.180
beta0_slope[11] -2.568 0.179 -2.919 -2.567 -2.232
beta0_slope[12] -4.818 0.262 -5.333 -4.815 -4.333
beta0_slope[13] -1.818 0.169 -2.149 -1.819 -1.480
beta0_slope[14] -3.045 0.184 -3.417 -3.046 -2.692
beta0_slope[15] -1.898 0.180 -2.248 -1.901 -1.565
beta0_slope[16] -3.030 0.170 -3.372 -3.030 -2.693
beta1_slope[11] 0.000 0.000 0.000 0.000 0.000
beta1_slope[12] 0.000 0.000 0.000 0.000 0.000
beta1_slope[13] 0.000 0.000 0.000 0.000 0.000
beta1_slope[14] 0.000 0.000 0.000 0.000 0.000
beta1_slope[15] 0.000 0.000 0.000 0.000 0.000
beta1_slope[16] 0.000 0.000 0.000 0.000 0.000
beta4_slope[11] -0.010 0.236 -0.466 -0.009 0.447
beta4_slope[12] -3.133 0.864 -4.888 -3.106 -1.583
beta4_slope[13] 0.570 0.225 0.125 0.566 1.016
beta4_slope[14] 0.346 0.279 -0.186 0.338 0.900
beta4_slope[15] -0.262 0.230 -0.705 -0.259 0.185
beta4_slope[16] 0.137 0.254 -0.345 0.135 0.632
beta5_slope[11] 2.382 0.300 1.802 2.381 2.957
beta5_slope[12] 1.462 0.495 0.507 1.463 2.480
beta5_slope[13] 1.026 0.277 0.499 1.023 1.570
beta5_slope[14] 4.080 0.563 3.038 4.070 5.200
beta5_slope[15] 1.340 0.284 0.791 1.334 1.908
beta5_slope[16] 2.568 0.395 1.794 2.569 3.361
sigma_H[1] 0.175 0.052 0.084 0.173 0.282
sigma_H[2] 0.189 0.032 0.137 0.187 0.261
sigma_H[3] 0.182 0.039 0.114 0.178 0.267
sigma_H[4] 0.410 0.076 0.283 0.403 0.580
sigma_H[5] 1.029 0.211 0.629 1.022 1.472
sigma_H[6] 0.336 0.202 0.020 0.323 0.753
sigma_H[7] 0.304 0.061 0.209 0.294 0.445
sigma_H[8] 0.428 0.090 0.299 0.413 0.638
sigma_H[9] 0.503 0.119 0.317 0.486 0.789
sigma_H[10] 0.218 0.042 0.146 0.214 0.311
sigma_H[11] 0.283 0.046 0.202 0.280 0.382
sigma_H[12] 0.440 0.170 0.204 0.417 0.778
sigma_H[13] 0.222 0.036 0.159 0.220 0.303
sigma_H[14] 0.515 0.092 0.354 0.508 0.709
sigma_H[15] 0.246 0.040 0.181 0.241 0.334
sigma_H[16] 0.230 0.043 0.158 0.226 0.330
lambda_H[1] 2.091 2.622 0.152 1.261 9.243
lambda_H[2] 5.340 4.657 0.514 3.939 17.617
lambda_H[3] 6.221 8.031 0.360 3.767 26.378
lambda_H[4] 0.007 0.004 0.001 0.006 0.018
lambda_H[5] 3.379 7.593 0.023 0.781 25.970
lambda_H[6] 5.992 12.481 0.008 0.336 43.635
lambda_H[7] 0.013 0.009 0.002 0.010 0.036
lambda_H[8] 7.944 10.047 0.007 4.302 35.308
lambda_H[9] 0.016 0.011 0.003 0.014 0.042
lambda_H[10] 0.291 0.525 0.033 0.186 1.001
lambda_H[11] 0.351 0.539 0.013 0.176 1.698
lambda_H[12] 4.990 6.553 0.164 2.873 22.770
lambda_H[13] 3.600 3.255 0.299 2.683 11.897
lambda_H[14] 3.620 4.364 0.260 2.243 15.307
lambda_H[15] 0.030 0.102 0.004 0.017 0.115
lambda_H[16] 1.494 2.103 0.069 0.787 6.631
mu_lambda_H[1] 4.194 1.917 1.062 4.016 8.436
mu_lambda_H[2] 3.728 1.943 0.547 3.587 7.813
mu_lambda_H[3] 3.494 1.779 0.885 3.207 7.779
sigma_lambda_H[1] 8.258 4.340 1.820 7.555 17.986
sigma_lambda_H[2] 8.122 4.587 0.923 7.699 17.989
sigma_lambda_H[3] 6.094 3.758 1.127 5.310 15.656
beta_H[1,1] 6.594 1.087 4.003 6.741 8.342
beta_H[2,1] 9.774 0.607 8.490 9.797 10.868
beta_H[3,1] 7.904 0.697 6.278 7.978 9.087
beta_H[4,1] 9.704 7.842 -6.836 9.742 24.704
beta_H[5,1] 0.185 2.535 -5.110 0.370 4.575
beta_H[6,1] 3.010 3.966 -6.657 4.339 7.700
beta_H[7,1] 0.292 5.931 -12.469 0.885 10.673
beta_H[8,1] 2.045 6.659 -2.636 1.278 18.075
beta_H[9,1] 13.270 5.568 2.706 13.140 24.578
beta_H[10,1] 7.119 1.726 3.639 7.164 10.629
beta_H[11,1] 5.586 3.366 -2.250 6.444 10.064
beta_H[12,1] 2.589 1.049 0.743 2.531 4.880
beta_H[13,1] 9.016 0.844 7.337 9.069 10.435
beta_H[14,1] 2.135 0.960 0.270 2.123 4.085
beta_H[15,1] -5.964 3.862 -12.715 -6.288 2.682
beta_H[16,1] 3.044 2.178 -0.944 2.972 8.041
beta_H[1,2] 7.784 0.252 7.276 7.790 8.261
beta_H[2,2] 9.874 0.170 9.535 9.875 10.197
beta_H[3,2] 8.889 0.185 8.518 8.893 9.259
beta_H[4,2] 3.315 1.479 0.554 3.255 6.330
beta_H[5,2] 2.063 0.969 0.169 2.068 3.903
beta_H[6,2] 5.799 1.060 3.308 5.994 7.386
beta_H[7,2] 2.741 1.114 0.763 2.667 5.179
beta_H[8,2] 2.852 1.671 -2.678 3.147 4.258
beta_H[9,2] 3.297 1.075 1.220 3.279 5.430
beta_H[10,2] 8.137 0.359 7.389 8.154 8.812
beta_H[11,2] 9.657 0.615 8.763 9.519 11.087
beta_H[12,2] 3.939 0.366 3.271 3.926 4.713
beta_H[13,2] 9.074 0.244 8.627 9.071 9.561
beta_H[14,2] 3.955 0.330 3.317 3.954 4.604
beta_H[15,2] 11.320 0.687 9.831 11.369 12.564
beta_H[16,2] 4.679 0.829 3.050 4.693 6.242
beta_H[1,3] 8.489 0.241 8.051 8.481 8.989
beta_H[2,3] 9.869 0.151 9.590 9.859 10.184
beta_H[3,3] 9.626 0.149 9.343 9.622 9.929
beta_H[4,3] -2.327 0.868 -4.001 -2.314 -0.653
beta_H[5,3] 4.026 0.620 2.689 4.050 5.192
beta_H[6,3] 8.303 1.182 6.692 7.966 10.867
beta_H[7,3] -2.839 0.665 -4.165 -2.833 -1.559
beta_H[8,3] 5.355 0.746 4.685 5.215 7.652
beta_H[9,3] -2.578 0.697 -3.961 -2.577 -1.228
beta_H[10,3] 8.740 0.279 8.177 8.736 9.281
beta_H[11,3] 8.582 0.288 7.950 8.612 9.075
beta_H[12,3] 5.248 0.323 4.485 5.294 5.766
beta_H[13,3] 8.842 0.175 8.496 8.843 9.182
beta_H[14,3] 5.676 0.266 5.101 5.693 6.135
beta_H[15,3] 10.364 0.317 9.767 10.362 10.997
beta_H[16,3] 6.676 0.572 5.393 6.746 7.565
beta_H[1,4] 8.188 0.161 7.837 8.204 8.472
beta_H[2,4] 9.837 0.127 9.577 9.844 10.061
beta_H[3,4] 10.144 0.135 9.847 10.155 10.374
beta_H[4,4] 11.694 0.431 10.858 11.684 12.535
beta_H[5,4] 5.733 0.801 4.483 5.606 7.631
beta_H[6,4] 7.217 0.852 5.396 7.463 8.380
beta_H[7,4] 8.290 0.339 7.614 8.298 8.955
beta_H[8,4] 6.681 0.332 5.718 6.725 7.117
beta_H[9,4] 7.115 0.436 6.275 7.106 8.018
beta_H[10,4] 7.699 0.237 7.257 7.693 8.200
beta_H[11,4] 9.416 0.206 9.008 9.408 9.841
beta_H[12,4] 7.137 0.214 6.736 7.131 7.599
beta_H[13,4] 8.998 0.136 8.715 9.001 9.258
beta_H[14,4] 7.662 0.213 7.245 7.658 8.088
beta_H[15,4] 9.474 0.232 9.047 9.470 9.935
beta_H[16,4] 9.222 0.226 8.833 9.207 9.697
beta_H[1,5] 8.784 0.139 8.510 8.784 9.058
beta_H[2,5] 10.608 0.104 10.416 10.607 10.820
beta_H[3,5] 10.790 0.139 10.544 10.779 11.072
beta_H[4,5] 8.347 0.447 7.474 8.335 9.248
beta_H[5,5] 5.405 0.634 3.826 5.495 6.388
beta_H[6,5] 8.946 0.572 8.164 8.808 10.374
beta_H[7,5] 6.796 0.333 6.131 6.792 7.446
beta_H[8,5] 8.223 0.267 7.827 8.193 8.934
beta_H[9,5] 8.211 0.453 7.289 8.208 9.091
beta_H[10,5] 10.062 0.228 9.602 10.062 10.499
beta_H[11,5] 11.420 0.229 10.980 11.425 11.862
beta_H[12,5] 8.470 0.195 8.085 8.470 8.852
beta_H[13,5] 9.948 0.129 9.706 9.945 10.214
beta_H[14,5] 9.104 0.215 8.696 9.100 9.545
beta_H[15,5] 11.162 0.241 10.682 11.165 11.620
beta_H[16,5] 9.835 0.168 9.494 9.843 10.148
beta_H[1,6] 10.112 0.181 9.779 10.099 10.516
beta_H[2,6] 11.448 0.121 11.217 11.447 11.690
beta_H[3,6] 10.646 0.147 10.345 10.652 10.911
beta_H[4,6] 12.771 0.780 11.187 12.797 14.246
beta_H[5,6] 5.975 0.624 4.850 5.965 7.264
beta_H[6,6] 8.887 0.591 7.326 8.982 9.810
beta_H[7,6] 9.866 0.570 8.754 9.866 10.995
beta_H[8,6] 9.485 0.363 8.623 9.528 9.949
beta_H[9,6] 8.415 0.764 6.852 8.415 9.902
beta_H[10,6] 9.478 0.323 8.771 9.502 10.069
beta_H[11,6] 10.887 0.328 10.177 10.912 11.464
beta_H[12,6] 9.365 0.260 8.865 9.353 9.920
beta_H[13,6] 10.987 0.156 10.706 10.978 11.309
beta_H[14,6] 9.791 0.281 9.203 9.799 10.347
beta_H[15,6] 10.741 0.417 9.939 10.744 11.536
beta_H[16,6] 10.522 0.206 10.086 10.531 10.897
beta_H[1,7] 10.847 0.852 8.833 10.942 12.301
beta_H[2,7] 12.255 0.507 11.202 12.267 13.201
beta_H[3,7] 10.321 0.591 9.008 10.375 11.332
beta_H[4,7] 2.525 4.010 -5.281 2.390 10.830
beta_H[5,7] 6.580 2.103 2.881 6.449 11.365
beta_H[6,7] 9.192 2.382 3.948 9.390 14.791
beta_H[7,7] 10.586 2.877 4.876 10.603 16.059
beta_H[8,7] 11.068 1.425 9.410 10.914 14.077
beta_H[9,7] 4.485 3.851 -3.200 4.462 11.782
beta_H[10,7] 9.799 1.468 7.158 9.698 12.976
beta_H[11,7] 10.821 1.581 7.879 10.755 14.440
beta_H[12,7] 9.992 0.939 7.945 10.061 11.555
beta_H[13,7] 11.656 0.713 9.995 11.738 12.774
beta_H[14,7] 10.434 0.917 8.419 10.507 12.023
beta_H[15,7] 12.085 2.219 7.845 12.088 16.447
beta_H[16,7] 11.997 1.069 10.303 11.835 14.618
beta0_H[1] 8.227 13.723 -20.184 8.370 35.616
beta0_H[2] 10.605 8.018 -4.725 10.564 27.451
beta0_H[3] 9.703 8.279 -7.848 9.722 27.437
beta0_H[4] 0.515 178.536 -370.426 1.024 356.798
beta0_H[5] 5.068 28.310 -48.048 4.163 69.497
beta0_H[6] 8.966 51.560 -96.202 7.720 124.890
beta0_H[7] 2.696 135.875 -276.423 3.116 280.596
beta0_H[8] 5.968 52.006 -27.274 6.691 37.101
beta0_H[9] 6.541 123.548 -241.183 7.680 247.035
beta0_H[10] 8.242 32.944 -58.463 7.725 77.116
beta0_H[11] 9.623 46.565 -92.944 9.842 108.566
beta0_H[12] 6.378 11.299 -16.289 6.320 28.640
beta0_H[13] 9.998 9.930 -9.627 9.975 29.368
beta0_H[14] 7.022 11.075 -16.380 7.131 28.682
beta0_H[15] 8.145 110.469 -211.266 8.954 235.139
beta0_H[16] 7.878 20.302 -33.246 7.954 48.675